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Paper Citation Record · LEDGER

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models

As of 4 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2605.14635.

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

pith.paper-citation-record.v1
2605.14635 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T05:46:58.056363Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

  • verified exact3
  • verified fuzzy21
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a19c4239-e906-4be2-8fdd-c96ae085d63e · outbound

This paper cites In: CVPR.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: CVPR

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.603839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:5b8de61d61135a0258d845d9633853f516a15971f42919d4b1b07bf9e85f0565

Observation 26d656e8-af1d-4010-b8f1-ef8db86a6233 · outbound

This paper cites an unresolved cited work.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-15T05:49:49.608207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:29bb7d97d84c05ebca95a860fbdc4a91edab34e725a349610a1cd9557324d3c0

Observation c9b7fda4-35ca-4684-b8f5-3c0794b4818d · outbound

This paper cites Qwen3-VL Technical Report.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models Qwen3-VL Technical Report

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T05:49:48.045244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:7bc2e57341a0d0e363ef5e76351651154eb9da9c848c118789c1fc8151557def

Observation da4ed1dd-eca4-4fca-9727-aeac6d9f3f25 · outbound

This paper cites In: Chiruzzo, L., Ritter, A., Wang, L.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: Chiruzzo, L., Ritter, A., Wang, L

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.585443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:ed6226696a7c9d7ef74366dbeebc145acec50d8e973151cb9c5e43bb143b1bbe

Observation 8353c597-a00e-40c8-8bca-fc01ff9c78a2 · outbound

This paper cites In: ECCV.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: ECCV

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.589093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:aab926594ff934f1dc605c90702bd3c2fb3d53be47b5ed8b6a79184ee6c64a3b

Observation 335a1581-7fe1-4ea6-bcf5-9a46df013050 · outbound

This paper cites In: NeurIPS (2024).

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: NeurIPS (2024)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.581577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:b5ffd011a5806aa4e43ab16936f91cc4dd80add1e12f040f52701f715102fc51

Observation 6af41e17-7a8d-4aa1-8058-d1bcd0ba143a · outbound

This paper cites In: ICCV.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: ICCV

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.573608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:00a0d5ce5f150c51ffc62e6f4ced422bc2056a498db525697fa8d808e7149c24

Observation bd4c83b5-fb9a-4e83-91ab-513a97f060f9 · outbound

This paper cites Socratis: Are large multimodal models emotionally aware?.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models Socratis: Are large multimodal models emotionally aware?

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:49:48.020540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:7c23215d113086535ac1685b3cb0f46b76851e82462496a7b2851524a540f3c1

Observation cfee04af-ea81-40cb-a87f-af268603cc7d · outbound

This paper cites In: Gurrin, C., Schoeffmann, K., Zhang, M., Rossetto, L., Rudinac, S., Dang-Nguyen, D., Cheng, W., Chen, P., Benois-Pineau, J.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: Gurrin, C., Schoeffmann, K., Zhang, M., Rossetto, L., Rudinac, S., Dang-Nguyen, D., Cheng, W., Chen, P., Benois-Pineau, J

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.598775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:cdb1b916e0ffa1b2d1469318c053cb6fb1847d66804c84f04efa70cedd55fa76

Observation ec80f7e8-8ea5-4632-a164-5b5cc5b437b2 · outbound

This paper cites an unresolved cited work.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-15T05:49:49.569348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:79925de49934c8457161830bdc58e1f1c9db6167e68e0fc74ca4da6daa0c9af2

Observation ec9126e7-44fd-458f-8c42-a44a60f8d014 · outbound

This paper cites EmoVerse: A MLLMs-Driven Emotion Representation Dataset for Interpretable Visual Emotion Analysis.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models EmoVerse: A MLLMs-Driven Emotion Representation Dataset for Interpretable Visual Emotion Analysis

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T05:49:48.061924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:7ae3d83474a3fc3173722c518586b019148e22a4df5d84538e88aca6c41b29fd

Observation 39f83a1f-eb38-4c74-ba97-aa96e90deb59 · outbound

This paper cites In: ACM MM.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: ACM MM

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.565183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:8298850d71804e87d8aeb76f3bc80976e4f9304e668352e03ded8b99cbd698f6

Observation 5a0f223d-562b-4e09-992a-f7a1e2e95289 · outbound

This paper cites AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T05:49:48.010048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:54df10ba3a5721d4806af307b48272cddce2740f1a0afc0161189b9bd939e9c7

Observation 0cef709d-97c7-4dcf-a9a4-272aff9f84cd · outbound

This paper cites NIMH Center for the Study of Emotion and Attention1(39-58), 3 (1997).

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models NIMH Center for the Study of Emotion and Attention1(39-58), 3 (1997)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.561217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:a16cdc6075420d70bed315f77d7f338dd49ce4937701d02d4050d39fb5c1158e

Observation 0b0d13db-dcba-43e7-bb8a-24129b48362e · outbound

This paper cites In: ICML.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: ICML

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.577391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:96be388696d29a0d2dedbc8fea4fde7bbef08cfb85f50af5f0c42f6d0a9c200c

Observation 42bb6924-96fe-48d0-a0a8-96ff4107a69f · outbound

This paper cites AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:49:48.033362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:f5d6d2418e48d60b7958ec13306ee5b969a72ce52cb31108ae49b32b1c070388

Observation bddc06d4-bbf3-45b0-92c2-28491648a4af · outbound

This paper cites HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T05:49:48.052256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:443d2d74cc5a0ca1bb9b61a4e71697311fe5b0d01a2f489efd2ddc7e7d8d9034

Observation f5c13ab7-6a0c-447f-973d-a107ef40d2a1 · outbound

This paper cites In: CVPRW.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: CVPRW

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.547343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:85770a711aa946b082a0ed12121aa9c5df5bda1dfc708d66799a350091b82ff1

Observation 5131655a-3e35-4656-b14a-d4e7cd6ad690 · outbound

This paper cites In: Bimbo, A.D., Chang, S., Smeulders, A.W.M.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: Bimbo, A.D., Chang, S., Smeulders, A.W.M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.552272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:22787a2f153bedca2f556694703a64f2cad3dccd5157d6f5b2224c06bccde516

Observation 1c51ebac-0c4d-44f8-9904-8da77acc45ad · outbound

This paper cites In: Globersons, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J.M., Zhang, C.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: Globersons, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J.M., Zhang, C

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.542999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:f11ade4445692cba3fb2b71e0b2d5ee807073702f4992261c8d7a40c20baf904

Observation 01404b77-e579-4140-b752-45826fd357af · outbound

This paper cites Behavior Research Methods37, 626–630 (2005).

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models Behavior Research Methods37, 626–630 (2005)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.557069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:bcf73e3978152c7c731d989f9bd9a4b92c31913ef4956c15538a4e87fdc87740

Observation 3aa88e4f-3e9d-4402-9451-a11e264dfde8 · outbound

This paper cites In: CVPR.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: CVPR

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.531901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:68a819baf23cb31c85c6d9ab1b994f4c497c3621dfc003882847e77c8c8769c4

Observation c5fd3b44-abb5-42e7-99cb-2f88a5aca64b · outbound

This paper cites GPT-4o System Card.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models GPT-4o System Card

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T05:49:48.026742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:bce874543f49523c51bbe18451c40182ea8436a353fa55ab73486cf1150ef7b7

Observation d949a4f8-ebb8-4ce9-8faa-2f2006f366f4 · outbound

This paper cites an unresolved cited work.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-15T05:49:49.527795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:95e548d354012e6d8531ad5b1a7786ff9f5172221712f42eeb1d5a24e6e31504

Observation 73ace5c9-5203-4b2d-8da2-e437b7c95318 · outbound

This paper cites OpenAI GPT-5 System Card.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models OpenAI GPT-5 System Card

Reference 25

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T05:49:48.057355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:c632b66fd22329f1b26a0ab390c0ba03022824e64e051173042941bc93d928cd

Observation fd0513e7-8cb7-4667-93e9-ffe2fc5570a6 · outbound

This paper cites In: CVPR.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: CVPR

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.536769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:0f11baa4eddaed9440554fb6a8c5c13c577d7d6ad6f2667e5a5e592ed4445777

Observation 74925a44-0585-4a86-9ccc-9acb6a8f2581 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T05:49:48.015463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:a5767b404d2f02294e761feeaa14d55bbffc0dcc134665e3246abd9139ab8ebd

Observation 7e62105e-bc28-494c-89ca-1c13be595c95 · outbound

This paper cites In: CVPR.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: CVPR

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.593572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:0d1fd55cacec335da441d6486e751e432b3933c3f10c57bf52bcc6bde28dad5d

Observation 39c3f44a-7920-4fc9-8f07-068f79548bca · outbound

This paper cites In: ICCV.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: ICCV

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.618049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:ff0b2701280bd9a2e09205374425079ff27dd7032ce18e8d6ee7216e6672e167

Observation c9204244-6dae-4ca2-9f39-d827891aeeac · outbound

This paper cites In: Singh, S., Markovitch, S.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: Singh, S., Markovitch, S

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.519238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:1f35e3a1108653240a022348210cf9a377a66e7c9a5e8d07a31569c201b1291a

Observation 4b4deb82-10af-4e17-9317-12579d8d4b3f · outbound

This paper cites In: Schuurmans, D., Wellman, M.P.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: Schuurmans, D., Wellman, M.P

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.523209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:510b3d6d2477e86b332f36c06e5f8a4d0afb535fb096393cc9cb4c40f286ded4

Observation 1110d111-6f0b-44e3-b3b7-c7f886c8119c · outbound

This paper cites In: ACM MM.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models In: ACM MM

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.613757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:84710de4e4ee4d34f7fa4aab481edfed09449318190c2db319a3cd5e9f30da21

Observation 7a093acd-2acf-4df8-941a-f14bbad6eaca · outbound

This paper cites TPAMI44(10), 6729–6751 (2022).

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models TPAMI44(10), 6729–6751 (2022)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:49:49.514231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T05:46:58.056363Z digest=sha256:52a1dc2c95d005e849d21fda8d6625cddd6727837743a2c172a5a4157fe6669a

Observation 2fd398b3-102b-4262-be70-148d63441893 · outbound

This paper cites UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment

Reference 34

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arxiv_id, observed 2026-05-15T05:49:48.039798Z

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Pith citing papers

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