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Paper Citation Record · LEDGER

Affordance Benchmark for MLLMs

As of 17 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2506.00893.

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

pith.paper-citation-record.v1
2506.00893 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:59:56.340485Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T20:23:18.667677Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:27:22.653340Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d9c5701-8621-4cd4-b9a4-eb673a6dade6 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Affordance Benchmark for MLLMs , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:51.406280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:51.406280Z digest=sha256:9afc950f9f7ea677ce26ef6c63d99d88ea57b3f8077ea77e94203feebc844084

Observation 395ed6b9-74a3-44af-88bf-193ce7846da3 · outbound

This paper cites write newline.

Affordance Benchmark for MLLMs write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:51.490859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:51.490859Z digest=sha256:e8e6232b998bdbefe5afebaf163a9814960e1a9563aa88e7bf11647a33abed69

Observation b1a27735-9aea-4e43-9efb-709cb483c680 · outbound

This paper cites GPT-4 Technical Report.

Affordance Benchmark for MLLMs GPT-4 Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:51.561623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:51.561623Z digest=sha256:3b1ece8df1d0f0de0d97273679d08b2f84521d879c2ad5ebf7fe0f479fe24a55

Observation 99475f53-45e4-4d51-a03e-4676b690ae94 · outbound

This paper cites Pixtral 12B.

Affordance Benchmark for MLLMs Pixtral 12B

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:51.636099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:51.636099Z digest=sha256:cb8e67726119a27c45f1c98be95c189bdad6c81cfc709509eebb9ab3e56bc8bc

Observation f2d1c399-f495-40e8-b3a0-55c9e184c837 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.530827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.720059Z digest=sha256:d104d2f59f4ed4d57e787ad8dcdec60007423256d505e87d9deb408602eb8d4d

Observation 98a5312c-928e-4ddf-b055-67ca4c774b27 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.512774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.795289Z digest=sha256:f0d87a7a14c3f70976a0aa45d66228f3c2a80c0226af3329c345aa9cbb62bf89

Observation 9cd7b292-619f-4f66-8a49-1ae19015e262 · outbound

This paper cites Qwen2.5-VL Technical Report.

Affordance Benchmark for MLLMs Qwen2.5-VL Technical Report

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:51.867068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:51.867068Z digest=sha256:60e0f447e9e7cca35f95681ae4b6ebf9645c496af739a1a10a156f81a0a414e8

Observation fa6f687f-0ba6-4790-88e9-2189d05a378e · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.491170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.929963Z digest=sha256:9c5e7392d99b0e0c285831f4bf9ba472b86ec0d2ec358efbbb5c2a78a2adc2a7

Observation 52c9c463-6273-4fd6-8c80-66e6452bbcec · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.472121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.003632Z digest=sha256:89e4dc4c53390b76fb35f1bd7e17e72eb090ec089fc032eeff21229cae7c3a00

Observation 942e4938-7541-4a45-b3cf-40c752fd20c0 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.454970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.087842Z digest=sha256:6f71604926da60927b5a3912ff9c52b8445f93a0406f90982f189cbad74ec7a3

Observation 8fc3fc28-b88c-4a32-8afd-a1936f199dc5 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.435313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.160706Z digest=sha256:3a45100225055142a2e8256c0ee1bcf8224f62b1d280ca7f823e1528eb676eed

Observation db779292-f698-40c5-96cc-70b61a60922a · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Affordance Benchmark for MLLMs Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:52.262936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:52.262936Z digest=sha256:1f6baf797afbc02dd516ae5cec7afe82540a4178d7f9790d564f6c5d7dd16c77

Observation 5f7d179c-174d-4ed3-ba2d-df38c52bd112 · outbound

This paper cites NVLM: Open Frontier-Class Multimodal LLMs.

Affordance Benchmark for MLLMs NVLM: Open Frontier-Class Multimodal LLMs

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:52.349159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:52.349159Z digest=sha256:42c932d95d45609218cf1228b65a060707efff4c19ce0d8f7292ef4a1abacbbc

Observation e5167132-8514-43b8-9b29-7cda65f9e8be · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

Affordance Benchmark for MLLMs InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:52.437526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:52.437526Z digest=sha256:bb9ed3d8d6f826f3019340a18ffc113f3c5f896c318d67ab82c6d6eb7518ed69

Observation 7b7b983f-7911-4444-b477-e03cbc847411 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.414456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.534295Z digest=sha256:9ed9e10990ab207c0a80da530a76aec7eae7c31d54dd2e5ab5f3b97bce2e9524

Observation 4b18d18c-0f14-454d-8fe6-7f82253a753c · outbound

This paper cites Scalable Vision Language Model Training via High Quality Data Curation.

Affordance Benchmark for MLLMs Scalable Vision Language Model Training via High Quality Data Curation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:52.599631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:52.599631Z digest=sha256:4d3fa135036eaa614a9a07181f9056e549be446fa3616fb5b70a2de68df6565e

Observation 91aec01d-eca7-41cd-9b2d-70a9cb223664 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Affordance Benchmark for MLLMs Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:52.687169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:52.687169Z digest=sha256:ff79d7f9f2346888d63a9a3729e8bbd4e7b8b450f79dd178112375f5a626d171

Observation cfd259d4-bc62-4609-af79-e226def250ff · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.396087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.753228Z digest=sha256:5b29df8839a8fbfdf9ff7ae7d1e10c5cf36dfb14b4fa6b13ea3c13f9af88ba75

Observation d159cf8d-0ae6-463d-aa5e-591a4eef9db1 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.378082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.841795Z digest=sha256:381b9167ef95f22555767610e5fd216a4a3b8698c36d3fc883caa1c372eefafc

Observation 65b4d5ac-115f-4895-a836-f96f72399a35 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.361288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.914699Z digest=sha256:eabda14120895a568f845e7f8e415cc4a46555ebf97353923ad193b666241269

Observation 45015151-b2e0-4234-9914-512f14f5603d · outbound

This paper cites Seed1.5-VL Technical Report.

Affordance Benchmark for MLLMs Seed1.5-VL Technical Report

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:53.010003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:53.010003Z digest=sha256:7bed18d24494d1568d24cfcb504e56f8f80631057fbc56681c9f0fdd3140bd3f

Observation 9e614170-5bc0-409a-a2c2-1da423bb0e56 · outbound

This paper cites Research-Oriented Human-Centric Evaluation for Foundation Models.

Affordance Benchmark for MLLMs Research-Oriented Human-Centric Evaluation for Foundation Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:53.097164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:53.097164Z digest=sha256:a87e55d68d53bbeba05a71b57cfe377b708730d0621404007fdc0db860a25827

Observation 4eb219f8-aa40-454e-9b93-4209ad7eeebc · outbound

This paper cites Visual question answering: from early developments to recent advances -- a survey.

Affordance Benchmark for MLLMs Visual question answering: from early developments to recent advances -- a survey

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:53.202993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:53.202993Z digest=sha256:99725a4e3065806386af5f52ce88b7a76559181ec373394404b1e2d722efd109

Observation 5dff25fe-1304-4158-ae72-b9d10bf24405 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.343296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.292048Z digest=sha256:d0c7e54e58248a5e4ea51d301248d2e064e95e33ad8ca0d224540ac83477922c

Observation 00e77cd7-69d0-4b40-84a2-4e8daad050d4 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.320309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.397902Z digest=sha256:c4dc1433719c9a25f0562e6600b5a078b4a3bd966caa988d050b9c4ba7d8042e

Observation a2355df7-8e7b-4021-a721-2d9a094ddfb1 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.299628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.491432Z digest=sha256:333c5cdbacd8a29cb33f7a82a66eeb710bde69342fed6aeb8e67af640625799c

Observation 7cef71f6-c57b-4f9f-bc75-05783153b9b1 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.279098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.553347Z digest=sha256:4a0e7ca584eae607b7489231bf30cc3285396827a70621c438501be526ad605b

Observation 29888a9a-5339-40fc-a635-cb70fb2e111e · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Affordance Benchmark for MLLMs LLaVA-OneVision: Easy Visual Task Transfer

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:53.635191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:53.635191Z digest=sha256:9fbc27c273fa3e30c365d08b8723edd2b9583f513c3fc6c533ff91142fcccf9f

Observation 64b238b0-36c6-48f8-a9b6-8fcd4efb3e7f · outbound

This paper cites VILA: On Pre-training for Visual Language Models.

Affordance Benchmark for MLLMs VILA: On Pre-training for Visual Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:53.733092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:53.733092Z digest=sha256:9edf426715e4f17ed3f5b5f1ce4021bb4ff1a2bc60ea50a4c584e6db8074b38e

Observation 82e1acdd-a6f9-4604-8e02-f4b8b2d84cc2 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.260429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.804395Z digest=sha256:0203b00fbe25ed6fa95805f525297425a4af1a04e533f1ecb2d509fac70a9568

Observation fa739fa2-3d0a-4bdc-b521-48e5213d6a48 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.242343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.881150Z digest=sha256:e89c212c8119ab20ced9608a7102b9c27e26c83bf61196a91965fd45fd98f05b

Observation fe2a7f1c-61c7-487d-961f-2cce20d7da76 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:53.951175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:53.951175Z digest=sha256:a27a875f14c56115a57935721364758fea593e450df6a072a0bae9aab19fa06d

Observation ec913616-3888-4379-908a-00dd1bedb079 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.216151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.052431Z digest=sha256:5820e3e56644df2dc4a605641c0daf2e9e95e244cb3e6971385d6126101d5acb

Observation 4b05dd3c-7398-4b9e-85fc-a52325fd1f34 · outbound

This paper cites POINTS: Improving Your Vision-language Model with Affordable Strategies.

Affordance Benchmark for MLLMs POINTS: Improving Your Vision-language Model with Affordable Strategies

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:54.147203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:54.147203Z digest=sha256:06f83798c78e932cc76f70e0f44a6cbcb8e4407e5ce2fcc853f97f9e8467ee7c

Observation 3f99d2ac-6ad3-429a-b55a-21d3195c5188 · outbound

This paper cites Ovis: Structural Embedding Alignment for Multimodal Large Language Model.

Affordance Benchmark for MLLMs Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:54.201377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:54.201377Z digest=sha256:4bfe1ccdfac75c76fcd7c0f70ae76c71c509aa0f7b1c010b8a66e133fd1e0db4

Observation 9e101a1a-375e-46e2-a984-0d2b0130ca59 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.199862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.299388Z digest=sha256:32d1770102e0447b3b74a5131fa81b6b2e8f97229cefe4e8b53fc94f308b3544

Observation ae254848-d151-45bf-8889-6e2c1fe8204e · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.184547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.386525Z digest=sha256:2990e7f6cbaa3dde77c56640ea6615740ea1d9b52034025328de0c3a55d3f2a8

Observation 908eb255-f487-43e6-8b15-37cfa4eb12d8 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.170222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.471633Z digest=sha256:1af4260c0887d8579d6090069a8dfe5b50cd75cd68a0c7f218d7663b68f5e66d

Observation 07585f50-2ad6-4ca1-979c-68deed8c4bfc · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:59.137458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.543815Z digest=sha256:a0d679b3c9a2bdd7799635e7d248d812a0cb168ed63c1b031e4b19bb26b10d67

Observation b4e69435-ebc6-4ee5-8f8e-f757aae2ace9 · outbound

This paper cites Humanity's Last Exam.

Affordance Benchmark for MLLMs Humanity's Last Exam

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:54.625096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:54.625096Z digest=sha256:5aceb29e6bbd3fb5d148a9cb101a53f02b0bc4c30b1bb178f7e3fe345bd5a1d1

Observation 1aed102b-f70a-4a6e-beca-e80e84ddf817 · outbound

This paper cites H.; Wu, J.; Washington, C.; Sadler, B.

Affordance Benchmark for MLLMs H.; Wu, J.; Washington, C.; Sadler, B

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:59:58.808102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.692173Z digest=sha256:cc687ea5bbefc50068d129e06ee6b72ad35aca62177ea6df5caec2cc6974cfe2

Observation d9dac69f-afbc-460b-9ee1-92821d010f26 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:58.436188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.751505Z digest=sha256:a63ea63ef9b24ea2393dd608bc7741a48d0f067eed8b122080bf248031a95059

Observation b88e4381-6c40-4271-a9c5-66589d454076 · outbound

This paper cites Precision.

Affordance Benchmark for MLLMs Precision

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:59:58.212486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.812294Z digest=sha256:0906f8bc25c2bb8222627db9ff23caa8a3831a8120cc30af6d54082fc16c9330

Observation 8fd0f2ca-5162-4cf9-b620-355eaeca0157 · outbound

This paper cites Kimi-VL Technical Report.

Affordance Benchmark for MLLMs Kimi-VL Technical Report

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:54.892218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:54.892218Z digest=sha256:ea8a2de61fc0a594c9188b74674314d4064621f912d05490ebe8a3be139ca81e

Observation 5c5c9789-cadc-40ab-ac83-c2ef725ac1b9 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:57.959739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.971254Z digest=sha256:890b80701194e1328b9607b6524ec556bea3c026f4f8fb10ad1d7f361d716b4c

Observation 030662be-94e3-44e6-a9a4-a36e80354cdf · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:57.750179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.064396Z digest=sha256:718935176206650de3932ba67f86cc9e6d2e98e6e65a441d02a3d6a327d2ca3a

Observation d37855b2-5bdd-4bea-ab99-e07cfb93d329 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.155093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.155093Z digest=sha256:4f38a173ce018a1c6459cc4e654c51c28270f331ec02545a4b2a5da07460eb16

Observation aed22ff5-02e1-46d5-8b4e-c83d961708c8 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 48

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:59:56.869893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.234313Z digest=sha256:f0d6a2a87c1d5360c840c5fcc903fbded88725c583d4c3b5265c39d3e14edaf3

Observation 36656779-b894-49c1-979b-59e077e0292a · outbound

This paper cites Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

Affordance Benchmark for MLLMs Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.307335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.307335Z digest=sha256:9eac8b07c883e10c072d7798144b81dd39259addcada5629924a6ff20aba23b7

Observation 08cdb363-3f52-4770-ab45-d0777dfebffd · outbound

This paper cites Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision.

Affordance Benchmark for MLLMs Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.376386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.376386Z digest=sha256:bb934e1a4fa1c5d8629994bb2cf9e9abb4078f1f8011e37d654add1f69451e5d

Observation e05b3882-fff5-4abc-82a3-3ead8def014a · outbound

This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.

Affordance Benchmark for MLLMs Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.465743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.465743Z digest=sha256:2283b6a064911e07e3966e4919e183daf8b010841e644f2dc8ca31f70e0d0407

Observation fcb15c41-dc90-46fa-894b-478f448e90ba · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

Affordance Benchmark for MLLMs DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.511890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.511890Z digest=sha256:7f7bc67ebeea23dd590cae4a1444153075acb6be18714cefc0bb13d55cc22815

Observation 48a2fd6b-bc31-42a6-8c81-c65692fa4172 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

Affordance Benchmark for MLLMs MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.592674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.592674Z digest=sha256:18d3fe789c587d04dbf62af7a02ea4f5abf247aeaafecf857b695e2470adf5c2

Observation 15afa80b-c25e-45e6-aa86-fde481b2662c · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

Affordance Benchmark for MLLMs mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.667733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.667733Z digest=sha256:7b7bb410f27224c5543efafe53a6c96024905dfb7351fb2ff70cf2090c36a856

Observation ea65ccc8-9284-46de-9e22-05627643ede9 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:57.621877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.715064Z digest=sha256:a28b7f4e10393b9944dbc3e932091365613cf72e6c2b6e617ea075a39f605683

Observation 44f5f89c-4f34-486e-be23-80d160b25e10 · outbound

This paper cites Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput.

Affordance Benchmark for MLLMs Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.805940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.805940Z digest=sha256:937b2c2ed894f7da9a8da9e96335dbc7d8e50e09041095c4cef019cc19536aeb

Observation 0a81eeab-bf60-4915-bb0f-ea1574d09059 · outbound

This paper cites A-Bench: Are LMMs Masters at Evaluating AI-generated Images?.

Affordance Benchmark for MLLMs A-Bench: Are LMMs Masters at Evaluating AI-generated Images?

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:55.911452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:55.911452Z digest=sha256:a40cc693604e92805bda1b40cc20a9b9a0f8b2482e385752440ef44b7abfb40d

Observation d67133c8-a939-43f8-87c6-e20477819326 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:57.506536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.990293Z digest=sha256:b60d7a4bf6d618103538225ee602792fc0075ec5a5750331a5517fa5bc7b7dd3

Observation 9a6cf6d3-d11d-47f9-b89f-e03495aa5553 · outbound

This paper cites an unresolved cited work.

Affordance Benchmark for MLLMs Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:59:57.381124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:56.096472Z digest=sha256:3a49e2e1ce06032bc617f2e07c9895d72bb8656e95ca836ebd94ea70af994637

Observation 2d09a620-89c4-4aa4-9a28-8008abc8152c · outbound

This paper cites Redundancy Principles for MLLMs Benchmarks.

Affordance Benchmark for MLLMs Redundancy Principles for MLLMs Benchmarks

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:59:56.547959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T11:59:56.177493Z digest=sha256:b9c99425df1d64bafcab128ac362f4f315326d49b691028eb33a4a7e4988af74

Observation 8ac51243-1610-4e71-869e-8a5d9720c1c7 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Affordance Benchmark for MLLMs MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:56.252186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:56.252186Z digest=sha256:a01f80a481cacedc7933556fda1b65caefed8080c2e86babc2ca34f1e7e198a4

Observation dabf967d-32cf-406a-95d9-51cdf832db31 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Affordance Benchmark for MLLMs InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:56.340485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:59:56.340485Z digest=sha256:3949151901971d2bb793259fcd5bba728621207b25c7f8cd28f77eaa457e20fe

Pith citing papers

Observation 32794ebc-2422-43b8-8482-139a441032b6 · inbound

ChronoPhyBench: Do MLLMs Truly Understand the World or Merely Exploit Language Priors? cites this paper.

ChronoPhyBench: Do MLLMs Truly Understand the World or Merely Exploit Language Priors? Affordance Benchmark for MLLMs

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:27:22.654711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-27T20:23:18.667677Z digest=sha256:b275af859d558c50cec269a877eff96821b5c0fcddfde9e4cc9db2e580df8931