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Paper Citation Record · LEDGER

CLIPScore: A Reference-free Evaluation Metric for Image Captioning

As of 22 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 100 inbound Pith citation observations for arXiv:2104.08718.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2104.08718 v3

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T22:24:10.018933Z

measured 170 of 170 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 100 of 302 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:26.477919Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

70 of 70 outbound references displayed

  • verified exact4
  • verified fuzzy2
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation fa2b55af-1263-47cb-9374-68b6cad6edf8 · outbound

This paper cites From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-12T22:24:10.085553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:79f7167a1db38af9164635d1d1d394f881600cd643cca8ff38f34edde69f6ed2

Observation c41121ab-e8dc-4a04-8546-051b9a7c9493 · outbound

This paper cites Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-12T22:24:10.077645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:9c021aaba503f4dde01c5f6f43d251cecccd248dc931abadd0764117af166012

Observation f347480d-02d6-4562-8b35-8cf5257b80cc · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.306649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:09ea846ec9345f745330ac48f16d3453d32903363a4112f1c80e7f71d02dafc5

Observation af3d7e7c-1394-4191-b0de-14b8d51e80a8 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.309556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:df5a59c7862a1b258b6b99b05823df6d169a509edb9e85d92e5fcd05848a3279

Observation c164624e-4703-4850-889e-c95eae017a7c · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.312219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:b06239f24ca27c845ccabea97785ae3b679c4bd9de3d91513a79046de0e5026c

Observation afe4c153-0f3b-492e-b9e9-ae74471a1489 · outbound

This paper cites Berg, Tamara L.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Berg, Tamara L

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:24:10.089342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:90d08ec3467d8105faf423d744e844a60fabcbb360149f9d5d43e5f95df67dfe

Observation 33fd4015-b67f-4b2d-befe-deff18a22327 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.096344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:dd950cf765ba60a7ee880e2c7fff608f727f7d9ef5f0ba64c863787daacc2d78

Observation 2e08ade0-5347-449f-9eaa-d3af65a6e036 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.101086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:2388a215ce9138e4c9c2d8853fc094ed8af3a3780a11fe0f8cdd31f8d080f9d9

Observation 1613d89b-8367-4624-a05f-650bc3d0f406 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.104823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:202427687721908cdfe0caea133b196e362b904d52e98ffa56bebedb18641ca7

Observation 98f7989f-6881-4545-afda-d2183a0f1bdd · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.109699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:feb26a94139efd826dda54bfdfe49abde0edd95cf627fd24fe930cea89ab5b38

Observation a5fddaa8-5ade-4b9b-a3db-ba01fdf164d7 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.113335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:c3528533bc59e361fbf471269b50614755aa8108e843abfce300e5f9b4c77812

Observation a257dcd9-dbf9-4a31-a86e-a49b138ed50e · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.120623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:49a7bdc61eaaf5c484910f00d2cfba93c6b52c6d96ca1e7c940af3cc85ca8a98

Observation b99d14c0-a96e-44cb-ab75-88dbf4a7ef18 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.123917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:3564554d1a16baccd13e2d1c5a68955221835d6060530b8eeb3914ad59a35846

Observation f62eda7c-16ad-481d-abf3-557e5f5ccedf · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.127525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:1250bff72c4226503d8203a44c2ce1b72c64ebfc4924f6512307efa7a5ea27e7

Observation cb6290ae-83b3-448b-8104-1b4780f7d7e5 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.130824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:b59162ae481573dcd0f161b9447cd93bded9b4e2bddcb1d4f196ceef3c69a9ab

Observation 5923138f-24f6-4174-a97b-300fb7c60498 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.133758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:6039be5378f944f5aebc8722edf752c96e070ea794724b7f238dd7cc4ed8da12

Observation e7c6cbdd-a548-47b9-b81d-ad4e3e7bb7b7 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.136570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:62757e81a5479aaf109e62578fb262214691421e1c1b4d29ba924f1ca38e7f25

Observation 0dfebd7b-4c81-4653-85f3-9469c09ca3df · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.139831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:ee0291be3f4f4d09c5a3b2f92f585f45f510dcc1326531526e3008483caa431b

Observation 317c9978-d3b5-4ce6-9c1a-c177ec4fbfce · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.142874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:8db6fd39b2a95c8142827d7e0f87e813075cb57c3823b38a0ae7f7f2b5099fc9

Observation 9dc090a5-605e-409e-8ff7-b64fcbdaca47 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.146140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:80caaba2cdc17e0b87dec8cfa60f3c339464106a56ee21ead755c14ab53dba43

Observation b16e1c5e-f2b0-47ea-9818-9d9d0266dfc0 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.149065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:d4976aded908a7a99062d073f32e9caa0c0d6d689a7859d520722c80ed99b477

Observation 699454aa-9a6e-46c7-be7b-5cf22726e296 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.152251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:2ab5fa3119d49c716b73adb9167d8b61710bbba61a124b456e7ce3f82002f442

Observation d3022c46-ef8d-4417-98fe-0ff023181415 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.155686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:9602b7cd6a288a89599259a5f4807fd1e9994350cad856876e3ee6c765898f3f

Observation a9e966fc-1e5e-46c9-81d7-2a8748c105e8 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.158823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:02123447758da81946c29ecfad83ccf4ce4035f2422257bf0cbdbe283dc7d033

Observation 8f590839-3e6f-43e2-9be1-66355986bc19 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.161656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:2da76abad4d57ca36565f487a4cf60b566f4a3d7614f092102d33dc4f4ac7622

Observation fb69514e-2dd6-4e62-b0b3-8ae39de89d0e · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.164759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:47507c303e827acdd18373b285c910af489db5da3919f1dd58b3320b73fba834

Observation 224940ed-aba3-4367-9e3f-3a485b44383e · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.168045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:55525c44d54e02545ea334143dc4267edcfd4e130451688debf2c169f7410de2

Observation 43a9c085-bd92-4602-a96f-fecc40c98127 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.170647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:430ceffebe8668cc20219f5c4a3e10f9713a9b95842d1f8b2a77358ff79371ef

Observation 2d96c658-f8cb-48b8-83fc-7f40536b119f · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.175338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:5b5ab4307fc651a4ac7da7c213301af6feb165ad3b2535c791f0f4538fce8c8e

Observation 83bb5bf7-d7be-41c2-8e4a-69998d59c45b · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.178741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:d189e95867da422d024b6a9a14685e238452d306627bb877c6f8e8a1adbcefb1

Observation 1e998835-462e-4e83-91d2-30bd7ef769b6 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.181863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:6646bff730ef5ada9f125eb59e02fb25b90941d04a375ab5dda26b719295b9df

Observation f1c1a12f-5bbe-4286-af32-5f47cba0e6ee · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.186624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:cccce221afec8ce224938cccca5f0d2e4462fb8015c5de74627eefb943a91245

Observation 495fd5bd-a3f5-4032-9fab-84cedf540eb1 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.190662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:8d31c7f92a278a3d2a9583ce15cbc935ead73cfd736be2bb77490fb320331b96

Observation 47010612-93d7-4b20-afbb-b3de5edcf56f · outbound

This paper cites NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-12T22:24:10.057049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:41ad445514c8ad5d797e7b00dc7079e3f894283e2cfeec9286eb8e9631c39dda

Observation 4f979282-27af-447e-9f9e-954c4195e963 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.193632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:63d55b79aa318be158a603c9754501c5fa365cae226755c6e98c80cf4c18159d

Observation 6c2187ed-3363-4f69-b72d-6bd336eb43b0 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.196366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:1edc4892c0b9e66c03c9f2f041a08dbf377067348ac51eab497b3bf7b5d0e13c

Observation 3da62c7b-ee58-41e2-8031-1c91eb8ba3f1 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.199241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:19046eca8f2924b787dd4e5f138bb0201e0f88a29daf9a692241a3e00c108105

Observation 2b130b63-41ca-4c25-990d-1e300a2f189e · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.202280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:6702b764cac395fd8cff88e902cb03978aea3279e41e6f2586dab800af7d87bd

Observation 6749f74c-1913-4575-ae29-1d165905bdb8 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.206089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:48740190d76bd713f3627a74cb9ba46f7be53df31779fbcdbc61f4280ace8454

Observation 2b705e33-851d-4400-9d64-682dddb5d2a1 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.209055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:dca473229f45bf3c2268cbfac5a84cbde638a0892e1ffb0a1f0c73bab938464c

Observation a975f879-f6e3-4c4d-9b56-a859e534dde6 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Representation Learning with Contrastive Predictive Coding

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-12T22:24:10.065576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:be8bdcb7830345493ca3d4919934ac58c7251b6e68c3d627c9d608018ef5513d

Observation c7dd4918-155b-42f6-b8a3-3ef1a4ec1754 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.211928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:2b9b3d0cdb40dbc4985fe7a83e4337ba168dba97672df452cff05399a78b25ff

Observation 6eba61bc-46ce-49c3-90ff-02cfdb70454c · outbound

This paper cites Pedregosa, G.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Pedregosa, G

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T22:24:10.214694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:1b87a839a892edd5ba172704068028ac3d794d7146ab961e036d151bd2b3f4e8

Observation d2db4be9-cf6f-4521-bcdc-b6040f0cd577 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.217212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:448ecb1ebae3b20b9a8ce32ff69158d3af431155795026ad950104892e1f0327

Observation 8c9823a8-bce3-4e43-b011-abf03cfa8f83 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.219910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:aaf844d3bae120bb132d7280c41920d03721be1c1c3572d9c845f2148a5f87fe

Observation a0580f6a-965a-4a32-9000-49190cbc2595 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.223516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:4b68fef229870fb93ca7977fc173088672e7cd17d83ca35bd866b04e9a8e801a

Observation 8bc0379f-24d3-4fd2-a974-81ef1f4e16cd · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.226824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:d9c1405953232c7df685e57e5e23cb64559310ccfad3d132c038234504a8ff8c

Observation 419688a5-e95f-4057-bc48-6376043e80d7 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.232158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:c65082acb67647bc1feae4afddcdef033a8be6fe70e6ac6d286b535d0a8e66fc

Observation d2a37ff3-0714-467e-8bfe-594ae1459c49 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.235042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:5a2d17cbf75200795d37edf08bb677f9df1cf98bd22b5bdc413e5adb3c66577b

Observation 2d4b8e2d-927c-4467-aaf3-542c5b1ee8ab · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.238893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:9b539e097e5e781531f24767c92bbe8e09d3a5102eeaac273509a34dfc8158e1

Observation fe1ce84f-1fa0-4414-b868-de887125baff · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.242059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:e3ba345c508dbadbd36cc4d1d2076bd1d0a32034e32250fcb97b8062daf78dff

Observation 55a8669a-141e-456d-a3a4-c43c8a4ebc32 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.245362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:172626acc97dfe7da235a45d1cf00576c39e3fe7c41fdcfd1aae1bc73cc397e7

Observation 2fae3b8d-0652-43be-a4ec-2949966957cf · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.248400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:1b974493ce16ddf8e87e5edd06dff92e2babff889537739a0eb901ef64178715

Observation c1474b37-35c9-4f72-bf62-bce4724b3fe0 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.251429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:f1a818229d72b3bbd21f05807d4beeb4c32084e24adf08ebdc6c225a34f6fd29

Observation b42995bf-468d-4b96-aca5-c55249b6d54e · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.254478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:556253ea918eb39b6df798077b9faa3950730cd9f798e6d037cd5dc0d08f7949

Observation 90e25aa5-3b30-4c51-9544-fa1382a7ec2d · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.257414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:f8cce49aae168042ef6fe16498a41e7fd2ea6ad881b47559ebdbc5623994f437

Observation eb603e34-1706-40d2-96d8-e06940aa1e19 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.260758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:4270428bced089ec1c17add7347a44ed03fdd2349188350774b581ca5e3a776f

Observation 4f6e4e55-adb9-464a-a2d2-dbad775ec2a2 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.264524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:0e4d1d8b3f74f8f894daf2777f7da8d2509f814d3cfe24cc17efb5717f1f4c87

Observation 1fe12f83-9f98-4db7-9b27-f220d8d38e9b · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.269077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:92b74dde0f53c7b9819ab8370d7ea4f1f46c67ea47f9228ca7b66546bc124859

Observation 5055f4a6-bdbe-485a-9e7c-227c345d9e74 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.273879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:f5dde24d52b37dbde7d73e19a88cd24537d3fe178cbadb7350b478f39f68c32a

Observation adf86c65-50eb-4bff-9d5b-31ceb5247ef6 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.278325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:3148cf99cd221ef01a25728482c43f8c291cfac56617901e2f8b340d405a3382

Observation 5a4647f5-9c7a-4ff1-8c25-96fb6f74f76f · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.281088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:dc072a6f76f718e2540a89b93eca3fbb2104d4aabc04492b744b0936158d1390

Observation 99e3e973-7539-4a71-8b03-5c342169f154 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.284047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:505a9483a2bda14f9a6c2843438cac79f32831376f7a446e93d0307ae6c1e87c

Observation dd25d85e-aff6-4567-a360-b648ac410e2d · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.286927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:56ecce097874b3ebc3058787731d91180e2a2ce4173b88c277cfc9f22fe4ee6c

Observation 23a81fe2-c160-4079-a5cf-b58b3b037c73 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.289838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:674b1e8e3f8e8ae2c6ebab6fa428c15944600db7f212884900b518ca1b537b14

Observation e4e013cd-0e10-4853-b555-d0715844ce2f · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.292904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:1ee48b7c19ad0c213ef790d420bceb25bea98d88f47de71a8ef02930aafe147d

Observation 36192231-ec0c-4f29-8dfd-8c7be6d8aab0 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.296242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:66e0c34535377e28beaff2cd2680d13c24e758235f9c89b87f3cbf904dbb05cf

Observation 40c52b4d-8f91-4d9a-8220-e9616a6782e5 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.299158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:14ea36425c9fd16e6256f4aeb0f418da59e5d05a9639501c31fd22641f4cc78c

Observation 204f37c4-ced2-438a-ad58-bad7a642b455 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.301549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:16a74d2313c9bfb160b243d87066ca125ad4f63aca1a2d70cf09a0518c16a8f7

Observation 63fe2543-e63b-4673-9f2f-86666c6074a7 · outbound

This paper cites an unresolved cited work.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-05-12T22:24:10.304162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T22:24:10.018933Z digest=sha256:7db2a662fd7a65051336f072f87cce098f5e0fc5a33320ac52f0c1f805427417

Pith citing papers

Observation 3e05a268-b9aa-4494-9d9e-991c8767605e · inbound

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding cites this paper.

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-12T22:24:10.313148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-12T07:38:53.056362Z digest=sha256:acf8acc90bbc6776580d722103594bbc8d1bac9751e7a859b8a5396003cc8524

Observation f382ce3d-ff08-4109-aeb1-3ffe1ae8d0fa · inbound

Imagen Video: High Definition Video Generation with Diffusion Models cites this paper.

Imagen Video: High Definition Video Generation with Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-12T22:24:10.313148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-11T03:31:08.155347Z digest=sha256:898bfe0d8f23b25145bf84ccc5927a1038891c1988fb495a024ec15ae41d1592

Observation 532d4690-053a-49ef-8c2a-a4e2d583282e · inbound

Aligning Text-to-Image Models using Human Feedback cites this paper.

Aligning Text-to-Image Models using Human Feedback CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-05-14T20:39:15.457816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-14T20:39:15.388881Z digest=sha256:13772cb631ccfc62c2376b7e393673d8801c5a8e74d02c6db0016e3189f20b8b

Observation 4cf7ff83-6c4a-4ffc-a753-dbbe32f9d8bd · inbound

IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models cites this paper.

IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-12T22:24:10.313148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T23:57:08.818348Z digest=sha256:fc9f85343ca696ddb85cc3fb6bbae91579bf9da29f23f260a7b1b9e8bee4b40b

Observation bf94400b-41db-4346-8c84-434fbdfa2756 · inbound

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference cites this paper.

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 38

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metadata mismatch
local_arxiv, observed 2026-05-13T04:15:54.769537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-13T04:15:54.681913Z digest=sha256:8d0ae24d3bb1ebafcbb20b6eb450ae3fa01a55fd780038684e71db31fc547a60

Observation c83e630a-ac9e-427d-a8be-13a06867ee99 · inbound

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation cites this paper.

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 14

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verified exact
local_arxiv, observed 2026-05-18T14:40:00.116699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-18T14:39:59.870039Z digest=sha256:60b2b8ef630fa6a2dc0d70b00069d35ec4a8cbf1235a1f926430ab18eb2060b8

Observation 3f4bcff5-5a23-4bb7-95f1-3da24cecfde4 · inbound

Conjuring Semantic Similarity cites this paper.

Conjuring Semantic Similarity CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 12

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verified exact
local_arxiv, observed 2026-05-23T18:25:44.737937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-23T18:23:28.453668Z digest=sha256:3c721919018bb32908227cfaae36ec016e593d536e6f9ce7d53c9dc8b547862a

Observation ad3a7949-d2d1-4a50-939d-1e597b4e39ac · inbound

Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting cites this paper.

Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 14

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no resolver link, observed 2026-08-12T20:20:21.311773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:20:21.311773Z digest=sha256:373b1dffc3823680aeb7f96c19b4e5e97d2787f8722a2dfa8979313621ed0f38

Observation 30174a36-9f24-4152-8030-1b1e9bdcbaee · inbound

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis cites this paper.

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 33

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no resolver link, observed 2026-08-12T20:08:23.480680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:08:23.480680Z digest=sha256:65ec11b8cd2ec35fa37ae48ad6da11c1374d3ddbe967b9895c21814edfb874c0

Observation c0b7e64d-ae09-423b-bb5e-a07d329a571c · inbound

Evaluating Text-to-Image Diffusion Models for Texturing Synthetic Data cites this paper.

Evaluating Text-to-Image Diffusion Models for Texturing Synthetic Data CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 41

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no resolver link, observed 2026-08-12T19:56:48.527929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:56:48.527929Z digest=sha256:66220a54332991db1579bcef0bcb59179ddfb6c275c944eda48ef85c98718667

Observation 52aa3298-4076-4ac3-8e9f-b977db37caee · inbound

Visual question answering based evaluation metrics for text-to-image generation cites this paper.

Visual question answering based evaluation metrics for text-to-image generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 10

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no resolver link, observed 2026-08-12T19:54:42.505048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:54:42.505048Z digest=sha256:7fa36adc06db7a8a036f5a096decd892ee0ace08f747b7d718d48128ffee610c

Observation 70f9dc59-cd9f-4d57-96a3-5af6691829c4 · inbound

Generating Compositional Scenes via Text-to-image RGBA Instance Generation cites this paper.

Generating Compositional Scenes via Text-to-image RGBA Instance Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 13

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no resolver link, observed 2026-08-12T19:15:04.414955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:15:04.414955Z digest=sha256:d3d72085833c582450fb777f03a52d4314308cc3cc143686e882229357a02f8f

Observation 2b75b1fc-8a75-4534-91d3-2fc71f924a85 · inbound

Dissecting Representation Misalignment in Contrastive Learning via Influence Function cites this paper.

Dissecting Representation Misalignment in Contrastive Learning via Influence Function CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 2020

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no resolver link, observed 2026-08-12T18:22:17.142150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:22:17.142150Z digest=sha256:8a58e95b38793fac3ab697000b0901e843c01de824902e82f9c5e888c6723056

Observation ebc38e85-ddbb-421a-9b7f-b89d83ba596a · inbound

MEGL: Multimodal Explanation-Guided Learning cites this paper.

MEGL: Multimodal Explanation-Guided Learning CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 22

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no resolver link, observed 2026-08-12T16:56:10.790044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:56:10.790044Z digest=sha256:69bf99fffbaf9a2ff1a32f6fe13548921a51ef40f27f09ff01be59e0ebd2d4dd

Observation dcebdad7-c22c-42f3-b06d-3063928ef62e · inbound

WavChat: A Survey of Spoken Dialogue Models cites this paper.

WavChat: A Survey of Spoken Dialogue Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 78

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no resolver link, observed 2026-08-12T20:13:57.355821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T20:13:57.355821Z digest=sha256:ed919665aa4f92d27348fdb73ad1e45172a5312e0fa785f055c7908616191bed

Observation a459fc08-649a-4f3d-af98-c2b4842c4d82 · inbound

Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark cites this paper.

Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 8

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no resolver link, observed 2026-08-12T14:19:08.426091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:19:08.426091Z digest=sha256:05c2fb62917a0b0508e298370a2c94ee546fcce10dce4338bc843bbcd5a22454

Observation 6d21bf6e-5cf2-4b86-9c45-cdab03e1e740 · inbound

TKG-DM: Training-free Chroma Key Content Generation Diffusion Model cites this paper.

TKG-DM: Training-free Chroma Key Content Generation Diffusion Model CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 17

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no resolver link, observed 2026-08-12T14:11:24.769603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:11:24.769603Z digest=sha256:6b655d7c6079f31eb0b2d0fd97041329b39cd99fb26169e1f47c019fa620fe2b

Observation a0b4777e-b87e-4c41-b900-79b32f5d28f2 · inbound

Fixing the Perspective: A Critical Examination of Zero-1-to-3 cites this paper.

Fixing the Perspective: A Critical Examination of Zero-1-to-3 CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

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no resolver link, observed 2026-08-12T14:03:29.589917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T14:03:29.589917Z digest=sha256:39a870a50a80e67d56fc977b7a51d75edc98fd1ba0907d5edfe4b97b39224229

Observation 973c4af8-9b07-451e-9249-7833c3c5f017 · inbound

SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis cites this paper.

SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 30

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no resolver link, observed 2026-08-12T13:11:04.101757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:11:04.101757Z digest=sha256:ebf5d246267e73625c99dc7ac2887bbd03b62357fc45c47119df4067ca23464a

Observation 9ed9c813-a683-4613-8795-9db04e5526cc · inbound

Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression cites this paper.

Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 30

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no resolver link, observed 2026-08-12T13:02:31.782084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:02:31.782084Z digest=sha256:4e319cfc57c1de2d7e4a630381865f80308e5d4e058237b537d1cf049ee23b8a

Observation 9993ce31-1403-429d-bccc-304ebd6fd3c2 · inbound

Importance-Based Token Merging for Efficient Image and Video Generation cites this paper.

Importance-Based Token Merging for Efficient Image and Video Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 24

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no resolver link, observed 2026-08-12T14:24:43.368655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:24:43.368655Z digest=sha256:7f549efe83374ade7ed488c950dd9188124ad01fb39d5ff9f7a1bd9662091240

Observation 2a70c6db-af35-4834-8628-962d20f2c769 · inbound

Identity-Preserving Text-to-Video Generation by Frequency Decomposition cites this paper.

Identity-Preserving Text-to-Video Generation by Frequency Decomposition CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 21

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no resolver link, observed 2026-08-12T12:10:27.210128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:10:27.210128Z digest=sha256:0c73f1143b563b163c4fd7d942af310a17ad5d25ea892436de89b0db914c6b39

Observation a6a8cf59-d076-4253-8f86-fb6f5e809efa · inbound

Efficient Self-Improvement in Multimodal Large Language Models: A Model-Level Judge-Free Approach cites this paper.

Efficient Self-Improvement in Multimodal Large Language Models: A Model-Level Judge-Free Approach CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 8

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no resolver link, observed 2026-08-12T12:42:49.195846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:42:49.195846Z digest=sha256:49ec801a145342632fc707955178b15594a7473877a882b8436c14ab9a32d330

Observation ca23ed6b-ceb0-463d-8e9c-369d69745e03 · inbound

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation cites this paper.

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 29

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no resolver link, observed 2026-08-12T11:10:54.649484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:10:54.649484Z digest=sha256:a213fd0a1d3d11d65c5e6b6025387d8e14ba18f608fda85e28aa722f24e418ec

Observation 78d9885c-a965-4c8f-9078-cea6b6fc1c2d · inbound

AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers cites this paper.

AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 44

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unresolved
no resolver link, observed 2026-08-12T11:07:39.537545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:07:39.537545Z digest=sha256:6980a92463acbd1d2dde419a9eec9abbe3a22fcccec5a19859fc8de81be2d9ac

Observation f3332ba3-5785-42de-b973-7e501621c279 · inbound

Detailed Object Description with Controllable Dimensions cites this paper.

Detailed Object Description with Controllable Dimensions CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 65

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no resolver link, observed 2026-08-12T10:35:48.024015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:35:48.024015Z digest=sha256:7e21dde50724ef288c5a9d86589d0cce373b9b5f431387d90728169f9a24c8be

Observation 91f88792-b290-4714-af5a-d86a7a17d77a · inbound

Coherent Video Inpainting Using Optical Flow-Guided Efficient Diffusion cites this paper.

Coherent Video Inpainting Using Optical Flow-Guided Efficient Diffusion CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 8

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no resolver link, observed 2026-08-12T04:59:40.279550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:59:40.279550Z digest=sha256:875aa63949bb69d8d8fe1ad884b26fbb00b44476afdda9c824757e5d70bc0cb5

Observation da4da0bb-2b4d-4aed-b9e7-a712bd63288b · inbound

InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences cites this paper.

InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 20

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no resolver link, observed 2026-08-12T04:39:36.730034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:39:36.730034Z digest=sha256:8f36240a7cef84739d01a6dfded45d3b761b653344223e2e55cb545784974161

Observation b3be7236-a822-4a94-9e20-153206e705e0 · inbound

Negative Token Merging: Image-based Adversarial Feature Guidance cites this paper.

Negative Token Merging: Image-based Adversarial Feature Guidance CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 19

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no resolver link, observed 2026-08-12T04:31:05.728199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:31:05.728199Z digest=sha256:c037f486ef80182dd01e73f467d463c44b5f54735e203949340db9b2f5aa7740

Observation 5a66836b-5dc7-4da0-8900-02125e3c1cad · inbound

Panoptic Diffusion Models: co-generation of images and segmentation maps cites this paper.

Panoptic Diffusion Models: co-generation of images and segmentation maps CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 18

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unresolved
no resolver link, observed 2026-08-11T23:02:16.217583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:02:16.217583Z digest=sha256:1767bd8ca7aa88dbab492edc63066179692c815101b841049fa2c3d8bae0ff37

Observation 2dec5099-fff8-4e6b-9f98-9dca9e505334 · inbound

Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment cites this paper.

Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 21

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no resolver link, observed 2026-08-11T22:31:57.271243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:31:57.271243Z digest=sha256:d6a0c516ae756817f67a395275d4e8c9b6e35de37a67562a06ebc8c8742f9541

Observation dcd4ba30-9b3e-4100-a6a1-cc5ce2a7aad3 · inbound

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts cites this paper.

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 13

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verified exact
local_arxiv, observed 2026-05-23T08:02:43.247094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-23T08:00:12.781392Z digest=sha256:14387c621ca56020f6e36a95f2bb4a10823852469ae05d18aa935a4331cc213f

Observation 5a20d4bc-0058-4304-b310-5d5308306958 · inbound

4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion cites this paper.

4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 11

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no resolver link, observed 2026-08-11T21:29:40.166136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:40.166136Z digest=sha256:d3590cf4bed68ca82f9de85a02c4a7be634608e76be8dd52b31ede51648dcfc8

Observation f274b079-4e88-46d9-9792-f8317c9a1f9e · inbound

SMIC: Semantic Multi-Item Compression based on CLIP dictionary cites this paper.

SMIC: Semantic Multi-Item Compression based on CLIP dictionary CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 28

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no resolver link, observed 2026-08-11T21:08:28.715893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:08:28.715893Z digest=sha256:b990d5ce9fba4c8d8b4130670a4b57d021c255db7c838b57e866976af7cb2693

Observation 89e3bb8b-afe0-435b-b10d-7d7528d42cf9 · inbound

Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent cites this paper.

Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 24

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no resolver link, observed 2026-08-11T20:28:49.268128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:28:49.268128Z digest=sha256:58e44cb6c4407795d3f4d539bd1c6d3edcb916344b6dcf5e7f649c25b961b84c

Observation 99b70d1f-08b6-4f48-9473-b1957323020d · inbound

Accelerating Video Diffusion Models via Distribution Matching cites this paper.

Accelerating Video Diffusion Models via Distribution Matching CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 6

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no resolver link, observed 2026-08-11T20:17:52.587933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:17:52.587933Z digest=sha256:b3a69d29ef19458173240f04f6e6c8405a219467da35c564c1cfe28b05c0319a

Observation fc00d293-5500-4efa-807c-b35ba306e72f · inbound

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion cites this paper.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 12

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no resolver link, observed 2026-08-11T19:30:02.621733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.621733Z digest=sha256:446e985237cc0bb7b477704076ad8219d5cf1af471922c95f6a0da02dbc3d440

Observation 081dbb8d-9b5c-47a5-8233-7bf0f3baa3d3 · inbound

VQ4ALL: Efficient Neural Network Representation via a Universal Codebook cites this paper.

VQ4ALL: Efficient Neural Network Representation via a Universal Codebook CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 12

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no resolver link, observed 2026-08-11T19:32:44.241948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:32:44.241948Z digest=sha256:7efeede72c2c161a2ba65340c4d5275066416d75db226a52d0de888a1259779c

Observation 8f90f2ce-d1e7-4ccc-bae1-4d542491105f · inbound

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM cites this paper.

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 11

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no resolver link, observed 2026-08-11T16:55:34.957349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:55:34.957349Z digest=sha256:633bf5edfc2c603cfe3ea8959d9444588454483b0fbc2a319d78a800f3e409e4

Observation bb87cab8-5793-4fbb-a903-6b74ee1889e1 · inbound

Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models cites this paper.

Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 11

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no resolver link, observed 2026-08-11T18:35:56.217500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:35:56.217500Z digest=sha256:49cc65dc975897d506daf01ecaed8ca6ef5a7535e1c82d5ba9a60f2173cf3dbf

Observation fad934c5-e930-4db5-807e-2c851cf30bb2 · inbound

From Noise to Nuance: Advances in Deep Generative Image Models cites this paper.

From Noise to Nuance: Advances in Deep Generative Image Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 103

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no resolver link, observed 2026-08-11T17:33:18.113893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:33:18.113893Z digest=sha256:c746877922fad93a2480099916edb251f3a2f16edfdc5406f17e292c5ee4e639

Observation 13e28ae0-bedb-464e-9baf-0f9e5cfc72c9 · inbound

EvalGIM: A Library for Evaluating Generative Image Models cites this paper.

EvalGIM: A Library for Evaluating Generative Image Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 22

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source=arxiv_source observed=2026-08-11T15:50:16.694077Z digest=sha256:e03d728e9405462355f82f571792d96e3cbce709aed95f21e741d7e4be4a09dc

Observation 403a2f60-9356-47f5-8bff-b8c583ffcf08 · inbound

MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models cites this paper.

MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 15

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source=arxiv_source observed=2026-08-11T14:55:03.398547Z digest=sha256:e1142d0ae87cbf87ba532fa6e13eb7f3d271c51e30606c0c4f1991705ccd5a70

Observation f390ce22-6bed-422e-be3c-fa1d7294c920 · inbound

IDEA-Bench: How Far are Generative Models from Professional Designing? cites this paper.

IDEA-Bench: How Far are Generative Models from Professional Designing? CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 16

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source=pdf_text observed=2026-08-11T14:39:28.412096Z digest=sha256:5fa1a6c0e297bcc24af7bb2b62a0e6fe7742e5e36432de6334cddca76568de13

Observation e674d951-f96c-4053-9cc5-eafd2b5d6599 · inbound

F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration cites this paper.

F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 32

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source=pdf_text observed=2026-08-11T13:28:09.237758Z digest=sha256:703c0264c0912ce61946bac4f690635df964f86f5224eb97d75a723fd5b2cdd9

Observation 9d4c2484-9b1c-4e46-860b-7f4000518225 · inbound

What makes a good metric? Evaluating automatic metrics for text-to-image consistency cites this paper.

What makes a good metric? Evaluating automatic metrics for text-to-image consistency CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 12

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source=pdf_text observed=2026-08-11T12:38:06.585700Z digest=sha256:f7c44e2ed95dd5c1cc22212b4e4f1b7fe9b91d59a1dd25e59f19e6a2c6e19978

Observation 01634d74-18d5-4144-a81b-edbd31e8c690 · inbound

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models cites this paper.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 3

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source=pdf_text observed=2026-08-11T12:08:56.985267Z digest=sha256:314d1b1ba4503c7143ff40d7e5d420c0e6b7abfecd10f8ad95dca480532a28b1

Observation 7b8aa261-e2d8-4152-ac33-1e2a5d902e26 · inbound

Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution cites this paper.

Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 31

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source=pdf_text observed=2026-08-11T11:38:24.492578Z digest=sha256:b6c33e9c229d53c248f27ef6682eaad2ffbb4dddce98bf1db478b12b11f1928a

Observation 55625150-af62-4484-92f5-ab19e5d6cede · inbound

AI-generated Image Quality Assessment in Visual Communication cites this paper.

AI-generated Image Quality Assessment in Visual Communication CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 18

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no resolver link, observed 2026-08-11T11:15:21.562415Z

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source=arxiv_source observed=2026-08-11T11:15:21.562415Z digest=sha256:e44f66486f6bb5d8fef84e2a9add2d91303affcbd347bef486c3b6277995e3e1

Observation 85517e1e-e0de-4452-8679-06a192f6fcdb · inbound

RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing cites this paper.

RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 16

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source=pdf_text observed=2026-08-11T10:20:01.906647Z digest=sha256:36d2d11054e24b40b71b3a6764b6e015ed1c0ed20908dc47ca56e40f624aeb24

Observation b89da4e1-cee5-417d-860b-7992339cd277 · inbound

Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers cites this paper.

Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 10

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source=pdf_text observed=2026-08-11T10:19:29.754665Z digest=sha256:848809e289679ff499eadcd3a12e9b536c0b8f679e6657689a91a05f4bcd41a8

Observation 12656bd5-42eb-4471-a910-4f244d20b284 · inbound

An Evaluation Framework for Product Images Background Inpainting based on Human Feedback and Product Consistency cites this paper.

An Evaluation Framework for Product Images Background Inpainting based on Human Feedback and Product Consistency CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 13

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no resolver link, observed 2026-08-11T05:31:22.085565Z

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source=arxiv_source observed=2026-08-11T05:31:22.085565Z digest=sha256:a409f237d56001864644b0ca1e4c4fafbf435207bc9b78ceabbcfd0d7a97a7b7

Observation fa0fc338-22b0-408c-b9f8-647e095924d2 · inbound

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder cites this paper.

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

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no resolver link, observed 2026-08-11T05:23:02.018442Z

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source=arxiv_source observed=2026-08-11T05:23:02.018442Z digest=sha256:c21a7d737aec59c32560d529bafb7dc001bb011732fa48f00c0a844eeaf9875f

Observation 3e78fa1f-f29e-411d-8a9e-907b01b74f5f · inbound

EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation cites this paper.

EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 12

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source=pdf_text observed=2026-08-11T05:02:20.937773Z digest=sha256:659ac8dae1dc9c5c0e5b4b0c692e1c3bf78e0fd767c65918a769b947e1763945

Observation 85b31173-2b77-4b1a-ba5b-757bb3aafe4a · inbound

Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation cites this paper.

Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 24

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no resolver link, observed 2026-08-10T23:07:40.665146Z

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source=pdf_text observed=2026-08-10T23:07:40.665146Z digest=sha256:30045be955c295bfab515d34660024051a2715ca09a9257e80a417b749b813fe

Observation 7fa65f09-cb45-4233-87e4-b3fa8f2f6e29 · inbound

Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free cites this paper.

Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

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no resolver link, observed 2026-08-10T22:58:47.349319Z

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source=pdf_text observed=2026-08-10T22:58:47.349319Z digest=sha256:3cdc693d1b59e7bfce79ccd270f9217e4a44418ecd50a7312befdc83497473d2

Observation c59ff120-976d-440b-9b2d-f20c27af89a0 · inbound

DuMo: Dual Encoder Modulation Network for Precise Concept Erasure cites this paper.

DuMo: Dual Encoder Modulation Network for Precise Concept Erasure CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

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no resolver link, observed 2026-08-10T22:40:16.901571Z

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source=arxiv_source observed=2026-08-10T22:40:16.901571Z digest=sha256:c2928f5af54bf8ecc7b7feefd247f8d724d623763c3ea69245c9764c23490a0c

Observation c8e13857-2b6d-4ada-8bd7-4d5323160ae2 · inbound

LayeringDiff: Layered Image Synthesis via Generation, then Disassembly with Generative Knowledge cites this paper.

LayeringDiff: Layered Image Synthesis via Generation, then Disassembly with Generative Knowledge CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 8

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no resolver link, observed 2026-08-10T22:36:52.435441Z

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source=pdf_text observed=2026-08-10T22:36:52.435441Z digest=sha256:064c49907028bb0c3837f917f33a403b34aa45aedc5553bf0a2138de066e83b9

Observation 8454fbc8-ce6a-4a40-ac58-f5ca185537cd · inbound

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework cites this paper.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 13

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no resolver link, observed 2026-08-10T22:48:04.381769Z

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source=arxiv_source observed=2026-08-10T22:48:04.381769Z digest=sha256:3475b9d2c40a23d5e203dbfc86c9a934834a6eb30c3a3ebccf72c415edcd190a

Observation 66cd22c9-e800-41f3-a1ed-9abfa0cb7167 · inbound

Classifier-Guided Captioning Across Modalities cites this paper.

Classifier-Guided Captioning Across Modalities CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 18

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no resolver link, observed 2026-08-10T22:18:04.984909Z

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source=pdf_text observed=2026-08-10T22:18:04.984909Z digest=sha256:b68584099a6397541804c8e3c78e358da3846748115d7d749598645c3f5375d9

Observation b6c86eeb-b999-445e-b885-19eff5ac9b67 · inbound

Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control cites this paper.

Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 2022

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no resolver link, observed 2026-08-10T21:49:53.843484Z

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source=pdf_text observed=2026-08-10T21:49:53.843484Z digest=sha256:5d9ea3feff35bb99526636f33814df508d570a69a922156f9982b0d39463003f

Observation b89200f5-dd79-47ba-9c8b-92d82f051df6 · inbound

VideoAuteur: Towards Long Narrative Video Generation cites this paper.

VideoAuteur: Towards Long Narrative Video Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 17

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no resolver link, observed 2026-08-10T21:08:51.047494Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:08:51.047494Z digest=sha256:5b60816f0dd8538c081387cf4c1b3f9559ea1fef19c090466d3e0a652eb820c6

Observation 2a7855f2-1815-43bd-8827-35af4b2b6e37 · inbound

Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation cites this paper.

Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 20

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no resolver link, observed 2026-08-10T21:04:56.744833Z

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source=pdf_text observed=2026-08-10T21:04:56.744833Z digest=sha256:5bd79dea09d1b14bfe6030b7bfc311829c69033193d5e213dcac7aa391cb1fa2

Observation dc6188b9-3f0f-42d2-85c4-b84a9f6dcd53 · inbound

Evaluating Sample Utility for Efficient Data Selection by Mimicking Model Weights cites this paper.

Evaluating Sample Utility for Efficient Data Selection by Mimicking Model Weights CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 22

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no resolver link, observed 2026-08-10T21:02:00.918445Z

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source=pdf_text observed=2026-08-10T21:02:00.918445Z digest=sha256:3d84fc2d05c762bca8251f6d1c04092b38d21aff22f4c0cb08626ca7912403ea

Observation 9b0e1f0f-340e-4cc8-8b22-381c6ac6b1de · inbound

Enhancing Image Generation Fidelity via Progressive Prompts cites this paper.

Enhancing Image Generation Fidelity via Progressive Prompts CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 14

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no resolver link, observed 2026-08-10T20:52:46.093604Z

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source=pdf_text observed=2026-08-10T20:52:46.093604Z digest=sha256:4ea4cfed3d851bf35ff08cc6a4c035048033572dfd1dc1a26bd055fc3fdbb9be

Observation c5b85286-0984-4567-9251-b8601762634e · inbound

Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss cites this paper.

Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 20

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no resolver link, observed 2026-08-10T20:42:44.934181Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:44.934181Z digest=sha256:8a35666e42255c8652528ffc1b3c0c81d10d68bc12681e4a0f9961a589fdcbeb

Observation d9090d83-a17c-46a7-aee2-dd9c0b58fd1a · inbound

UnCommon Objects in 3D cites this paper.

UnCommon Objects in 3D CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 24

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no resolver link, observed 2026-08-10T20:41:31.382775Z

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source=pdf_text observed=2026-08-10T20:41:31.382775Z digest=sha256:7df2ab9ab566b773aaac62bd0b6d5bd1993fcbb1b06e8aea2c33146ebde0fa68

Observation f2ce9f71-bf9c-45eb-806e-117ed837ad2b · inbound

VanGogh: A Unified Multimodal Diffusion-based Framework for Video Colorization cites this paper.

VanGogh: A Unified Multimodal Diffusion-based Framework for Video Colorization CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 14

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no resolver link, observed 2026-08-10T20:01:25.372325Z

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source=pdf_text observed=2026-08-10T20:01:25.372325Z digest=sha256:37b20a143d476f30f6224e4f550beef2150172453c59c7aae51572b869e78d14

Observation 73f34d12-ed29-4c60-a14a-7c1a311c9656 · inbound

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps cites this paper.

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 23

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verified exact
local_arxiv, observed 2026-05-20T11:45:17.609637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-20T11:45:17.473970Z digest=sha256:ece33e6d25e4ffcd1e111f24d26379f9d45ec2c91c93c7fc6baff6c1c49814e9

Observation 32bfdc11-20f1-462d-904d-3feae0a59488 · inbound

Lossy Compression with Pretrained Diffusion Models cites this paper.

Lossy Compression with Pretrained Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 10

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no resolver link, observed 2026-08-10T19:44:31.656404Z

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source=arxiv_source observed=2026-08-10T19:44:31.656404Z digest=sha256:d01966983e1612aad404c48599439ab3deedc28300ffae4e5f7fa7d83b96c1f4

Observation 93281ba0-8c0d-40c2-b312-60b6882736b3 · inbound

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation cites this paper.

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 13

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no resolver link, observed 2026-08-10T20:23:43.195897Z

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source=arxiv_source observed=2026-08-10T20:23:43.195897Z digest=sha256:17da0fcb23b82426908481cf7db0e52572f8d29b955cb85f81242879c3f935b5

Observation a6f7f2cd-16a5-4cd9-8acf-73a5ae3eb335 · inbound

Generative Physical AI in Vision: A Survey cites this paper.

Generative Physical AI in Vision: A Survey CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 194

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:53:00.825801Z digest=sha256:d0a02f6dcf6d0c165eb798afee75cf6686379e877c41920af62be9bf6ff4caee

Observation 46c64ec4-ab35-4d02-96b1-d7ef3065d8ca · inbound

Ditto: Accelerating Diffusion Model via Temporal Value Similarity cites this paper.

Ditto: Accelerating Diffusion Model via Temporal Value Similarity CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 27

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no resolver link, observed 2026-08-10T18:35:13.885166Z

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source=pdf_text observed=2026-08-10T18:35:13.885166Z digest=sha256:8c968c658bfba8ba029e8af9709608a558bc1f1bcfe792f035779659e6d0511f

Observation 95481e98-e255-4fd0-91b4-24087dd29f72 · inbound

Towards Affordance-Aware Articulation Synthesis for Rigged Objects cites this paper.

Towards Affordance-Aware Articulation Synthesis for Rigged Objects CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 12

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no resolver link, observed 2026-08-10T17:16:30.650330Z

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source=pdf_text observed=2026-08-10T17:16:30.650330Z digest=sha256:5544b96448ba4020da2625465e735523376a82b0119a63ae5e3482588ed5b2b9

Observation a56ee277-5a17-438f-97f0-9b9b8a7e1783 · inbound

PreciseCam: Precise Camera Control for Text-to-Image Generation cites this paper.

PreciseCam: Precise Camera Control for Text-to-Image Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 22

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no resolver link, observed 2026-08-10T16:41:28.766742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:41:28.766742Z digest=sha256:fee3dbbf9e18ae0f30991df17588eb7e074dd5f150498a6e9ebb3549a0adb7d1

Observation 55568b16-3cf2-461c-b26b-2e5673c4e097 · inbound

CAT Pruning: Cluster-Aware Token Pruning For Text-to-Image Diffusion Models cites this paper.

CAT Pruning: Cluster-Aware Token Pruning For Text-to-Image Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 18

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no resolver link, observed 2026-08-09T19:05:52.878581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T19:05:52.878581Z digest=sha256:168481a351b68eee74f0abcc052e063fd65d7e99356521b55c776e822eb0e970

Observation 2b59a164-cdd1-4f7a-b359-2d427d5a683a · inbound

SliderSpace: Decomposing the Visual Capabilities of Diffusion Models cites this paper.

SliderSpace: Decomposing the Visual Capabilities of Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 22

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no resolver link, observed 2026-08-09T14:48:15.887654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T14:48:15.887654Z digest=sha256:1dc860256ea66229048af8b50d79eed2c598b9f93737376d0180a230d566f288

Observation 5996a509-aff8-4269-9cff-15eeef87b8e1 · inbound

Personalization Toolkit: Training Free Personalization of Large Vision Language Models cites this paper.

Personalization Toolkit: Training Free Personalization of Large Vision Language Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 10

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verified exact
local_arxiv, observed 2026-05-23T03:35:21.096364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-23T03:33:13.549114Z digest=sha256:ee28d416a0fd33a6c56f9c14d009f62c45bd3aad706c9a5252c26eba9baa0255

Observation cc1cf290-a9f7-489a-988b-cec3226d64d8 · inbound

Cached Multi-Lora Composition for Multi-Concept Image Generation cites this paper.

Cached Multi-Lora Composition for Multi-Concept Image Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 7

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no resolver link, observed 2026-08-08T21:03:23.625311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T21:03:23.625311Z digest=sha256:3341fc1fc8d3511d167cb3c43003c91166a301e05cb820dda60bdbcc494eefe6

Observation 551bf0d0-18a3-4a2f-905c-94e313ef85bf · inbound

Latent Swap Joint Diffusion for 2D Long-Form Latent Generation cites this paper.

Latent Swap Joint Diffusion for 2D Long-Form Latent Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 21

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source=pdf_text observed=2026-08-08T20:12:29.439896Z digest=sha256:1c1848f367cb876bb70cee72d4b20d6bb1e9d4be574f444d2dd15d598d19deed

Observation 69f1c8aa-6680-435a-b8b6-7313cc4c3e6c · inbound

QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation cites this paper.

QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 34

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source=pdf_text observed=2026-08-08T20:04:02.162100Z digest=sha256:822f41e5ce2bc28e53a25c3b62b853377da6e8042c10f99bb4dc2886aecec837

Observation e509b2e8-5a80-41aa-9ab3-49933a812192 · inbound

UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding cites this paper.

UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 18

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source=pdf_text observed=2026-08-08T19:32:31.838794Z digest=sha256:cfac204a1c407180fed7d715a68f74dd9070dca2fb889b68c8d86735e36028b9

Observation 70389f01-526c-4385-b5b8-d86f92308e50 · inbound

Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search cites this paper.

Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

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source=pdf_text observed=2026-08-08T17:27:25.702324Z digest=sha256:81af8d9216f91980fb2a6734ffdb736727bc8c7fb903bab7d89e6e6b4a5bce41

Observation 3cc78b7c-5f58-42d2-80de-ed42776ec2c0 · inbound

Designing a Conditional Prior Distribution for Flow-Based Generative Models cites this paper.

Designing a Conditional Prior Distribution for Flow-Based Generative Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 15

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no resolver link, observed 2026-08-07T20:58:43.261918Z

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source=arxiv_source observed=2026-08-07T20:58:43.261918Z digest=sha256:7dab37c66b58e048508a2b03c77c18d36263af672df6932101708473fcb19078

Observation 6a9ac102-022e-43e7-8b28-b1d39944d59a · inbound

RedDiffuser: Auditing Multimodal Safety Failures in Vision-Language Models via Reinforced Diffusion cites this paper.

RedDiffuser: Auditing Multimodal Safety Failures in Vision-Language Models via Reinforced Diffusion CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 39

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verified exact
local_arxiv, observed 2026-05-23T00:15:14.865385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-23T00:13:08.603115Z digest=sha256:3725e97740ee47ea036d819c6e87a6726dbbcf521a14eba3e460e5c267f3991b

Observation 3e762140-f152-44f4-8131-c35c40d05802 · inbound

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation cites this paper.

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 13

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verified exact
local_arxiv, observed 2026-05-15T16:24:27.599278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-15T16:24:27.407376Z digest=sha256:5eac31d907cb1c6aa545a24e73dcbc6251bbea9ebf459573a4b2c921671c004f

Observation edfaaaaf-9361-4d84-8377-1242aad38520 · inbound

Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model cites this paper.

Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

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verified exact
local_arxiv, observed 2026-05-17T08:27:36.298549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-17T08:27:36.242416Z digest=sha256:e911887317733e1dfeadd61dcda82b78b691e88ffee0cb4a546a4b20d0b72d73

Observation 0b509637-dc17-4219-ba9b-4f04119afc3d · inbound

Instruction-augmented Multimodal Alignment for Image-Text and Element Matching cites this paper.

Instruction-augmented Multimodal Alignment for Image-Text and Element Matching CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 15

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no resolver link, observed 2026-08-16T12:40:26.477919Z

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source=pdf_text observed=2026-08-16T12:40:26.477919Z digest=sha256:565ce17c398907d0180eb38826ace4487817ccd3fd121c34dbaab9f4f9f3dda5

Observation 9a23e4a3-f108-4237-9ec9-f6816cb03c50 · inbound

ForgetMe: Evaluating Selective Forgetting in Generative Models cites this paper.

ForgetMe: Evaluating Selective Forgetting in Generative Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 15

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no resolver link, observed 2026-08-16T12:32:58.827034Z

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source=pdf_text observed=2026-08-16T12:32:58.827034Z digest=sha256:86139bf9cf5f152a17683f578fffbf66fabcdc76206efabc544c0a03484615e8

Observation e761297e-f7eb-4857-a665-eafa3ed02194 · inbound

Assessing LLMs in Art Contexts: Critique Generation and Theory of Mind Evaluation cites this paper.

Assessing LLMs in Art Contexts: Critique Generation and Theory of Mind Evaluation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 8

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no resolver link, observed 2026-08-16T12:26:38.443356Z

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source=pdf_text observed=2026-08-16T12:26:38.443356Z digest=sha256:0eb18a0c59cb386bb65a0c16a59df797d45046b85dfbaabd0660bfdab0ee38e5

Observation ac5fa924-be72-42b7-8c49-f9596aeb24e0 · inbound

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing cites this paper.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 15

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no resolver link, observed 2026-08-16T12:11:32.550978Z

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source=pdf_text observed=2026-08-16T12:11:32.550978Z digest=sha256:24be0bb28916811809f9e390a70d7d69656fc46a221af74427bdd05072633ba3

Observation d463f054-8252-4d31-8bdf-5061e46b5dde · inbound

Towards Understanding Camera Motions in Any Video cites this paper.

Towards Understanding Camera Motions in Any Video CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 24

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no resolver link, observed 2026-08-16T11:31:56.364098Z

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source=pdf_text observed=2026-08-16T11:31:56.364098Z digest=sha256:3f5c4d94b9db7e072a440102e124de8c8d54f705b22ba0f912d0174469b1c154

Observation cf1244dc-bb41-421a-9079-099772494e4b · inbound

Towards Generalized and Training-Free Text-Guided Semantic Manipulation cites this paper.

Towards Generalized and Training-Free Text-Guided Semantic Manipulation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 2022

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no resolver link, observed 2026-08-16T10:51:00.595461Z

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source=pdf_text observed=2026-08-16T10:51:00.595461Z digest=sha256:35afcc5a4a49bd4ab1ae68cfa85851ebb0482dd675e8ca204d363144d5be3540

Observation 54348ea7-d209-443f-a712-16d66901f4ce · inbound

Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models cites this paper.

Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 11

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no resolver link, observed 2026-08-16T10:35:43.563496Z

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source=pdf_text observed=2026-08-16T10:35:43.563496Z digest=sha256:b0149f7c4c31c8d6308ba77edfb6d6b24c1045b1562b888217eaabba16eb6fba

Observation 83b379c4-275b-44d0-9b40-0dc61a9ab2a0 · inbound

Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional Learning cites this paper.

Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional Learning CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 9

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no resolver link, observed 2026-08-16T11:08:11.435031Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T11:08:11.435031Z digest=sha256:ddf7871ca177d1c17a18a249b51ded49606a5015519cafe749ff4315173f24d8

Observation c1c2cee1-d19a-4beb-8c78-28ef151615da · inbound

Optimizing Multi-Round Enhanced Training in Diffusion Models for Improved Preference Understanding cites this paper.

Optimizing Multi-Round Enhanced Training in Diffusion Models for Improved Preference Understanding CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 2022

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no resolver link, observed 2026-08-16T10:27:13.220308Z

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source=pdf_text observed=2026-08-16T10:27:13.220308Z digest=sha256:86a5f6314c05a9afc40065841a60a3114137be27a47d4ed2358ce36edccc59e4

Observation 86914848-7193-435e-b39c-e8402835e93c · inbound

SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data cites this paper.

SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 16

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no resolver link, observed 2026-08-16T05:29:56.860744Z

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source=arxiv_source observed=2026-08-16T05:29:56.860744Z digest=sha256:192e76c1e661563f119f5d28c6b7e79ccfda95727dedff4ea8907b6e2579b8ce

Observation 47b93b4f-5dec-4171-b6c6-10a9d02e1a05 · inbound

T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection cites this paper.

T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 25

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no resolver link, observed 2026-08-16T05:11:56.048221Z

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source=pdf_text observed=2026-08-16T05:11:56.048221Z digest=sha256:0a1298e3009047341b627600eeb15e73dca4c850625cae527c2c881be93fcea1

Observation 21e96287-aadd-48dd-b60f-a2dbf248facc · inbound

The Linear Geometry of Interpretable Tokens: Jailbreaking Attacks and Defenses for Unlearned Diffusion Models cites this paper.

The Linear Geometry of Interpretable Tokens: Jailbreaking Attacks and Defenses for Unlearned Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 31

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no resolver link, observed 2026-08-16T05:13:54.743980Z

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source=pdf_text observed=2026-08-16T05:13:54.743980Z digest=sha256:a541c80e05601298a4831f77d120fcd80abf70b9e244dc936ce97aebd25f2ba9

Observation 463009d0-053e-4f5e-810b-18e192e0e015 · inbound

Multi-Modal Language Models as Text-to-Image Model Evaluators cites this paper.

Multi-Modal Language Models as Text-to-Image Model Evaluators CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 20

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no resolver link, observed 2026-08-16T04:43:11.251340Z

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source=arxiv_source observed=2026-08-16T04:43:11.251340Z digest=sha256:657a67c1390430779c5198ebad764b79fa2ba7137b9659c4837c9c15bd32fd57