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Paper Citation Record · LEDGER

Affordance Benchmark for MLLMs

As of 8 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 2026-08-07T06:34:17.273281+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=sha256:11c196a4b4b3c7c5088b038e62e7c05f2ba932c1a7474c8a5facdbe91efe7a4f

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:eacd31ae1e39417eb5612efbd5b07864af6bd296ddffbfdf5657f7b759b943af

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=sha256:6d754f963204cfd1d92a4b0fd95cc4656e452d885b7ea05b4c27ed1aed035298

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=sha256:48a176f02d533d220caf110e5a9d196e4f274e9683143875f00c22d620b6a591

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.720059Z digest=sha256:53c09f3d9675091531a5d29257f0e6793656bcfa45c98d92d32c8293466d3e01

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.795289Z digest=sha256:c50f96abf92e39377accc55c0706430d2f058f76bd5d3f8676768ae2684f802f

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:fedeff89824eccc27bd6668d68ecb32314b84b07f2606485e876bb263f540380

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.929963Z digest=sha256:f68e254ba495ca49ee2eaf7cf01ec8be1f532489399f1f9f7c9e92d9de9ebdec

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.003632Z digest=sha256:9f7f1d79dc3ea665d9e38d0672e3c4ac9652dd61613c68259483fc062e05fd91

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.087842Z digest=sha256:7dc05ebaef2a9cfc515cbf930a7fda80f8ec5cd7f756f8035568f47024558aa6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.160706Z digest=sha256:6b0cbe934b61ff5c3371aa5b079cfb5e40518170d3de457d0f84ca696c8194cf

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:fea14c59f9cf662a5114b82fa2175cc63792ca75efa69257be8a886935a1d2e6

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=sha256:3a47e2e49d7705092731a068555ef2e1fc2fe0bdff2c72d82033032257d8813c

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:b7ae8202e07421b57c6d9a72b6c69098e604d14e857d5c0c27a5d5557a83c9a8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.534295Z digest=sha256:73e27b64ee16a68580d6e5b32957c90c95d1171ecaa102c84869bf03ec468d43

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:c930c562e712b7b02fa5d4a64c085f117016baf02ba8bfb715b80b384d943510

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=sha256:513f63891f1cfc2cdbab9cfbff8356ae7677ec36b17a95190e35a5e685c90112

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.753228Z digest=sha256:f21c77b6efa219a2dd8842d890c37034b32f4a8697c3ece193aa170ff7b6ceea

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.841795Z digest=sha256:20e0dc2baf355cd34d01321e758dc8b9b45c0af3143c8b034c90a68a4eb868a9

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.914699Z digest=sha256:abb3492b1352083eb7e9200a918e6e92cfacd263bc3c9c187ec42d26355e0e09

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=sha256:61b78434e2495a7a3062db8b0355d1771771119e4e019df8d6d3279f8716a4a1

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

This paper cites Human-Centric Evaluation for Foundation Models.

Affordance Benchmark for MLLMs 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=sha256:27949d5b1cc0f8c4c98cb4f4f35111ada5b1e476d333d6d555355af626c70356

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:aef05580178a569b885773394062308b838abf0b574faa3316614e8d28906fd7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.292048Z digest=sha256:9ccf153ec434f3f22d0c51fafe78873892cce88af13076e68faa33cb3585567c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.397902Z digest=sha256:ed53ef2f2783d0bcf4ebae31358584027a8d10c0270c7b17b828a3f8519660f8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.491432Z digest=sha256:52c223f075a9919417005eda865cfa4472397d75e5d8c0c86510e947ced1feb8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.553347Z digest=sha256:90e32d93681efe34fff303962598e08a8af6827c3a290d0ea6674672059296af

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=sha256:12eb5bcffada6ef0877885e8742087f0573b09476de059ef7b8f70d516140bc7

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=sha256:615c76a3af6104be3ede6da07f2ef5f7bbeefc03c2990cc15489a4c5112a61a3

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.804395Z digest=sha256:8e98e01cbbd8a1b946a138fdecedc97ec8f04354bf5a7148b3a22615d960ea45

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.881150Z digest=sha256:1a90d8546cd63215434d1147e41363d016a66a81d9531c10cbcfc41825c899fe

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=sha256:8839f52d4faa505c231c82764f81784b05a05245179f2d79177653f02ab926b9

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.052431Z digest=sha256:26c9fc21493ec10021e677fe23b8ffce7433ba94701b6dfe2bb35b73b007606d

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:ebb849cbc0dbf5fcf15a3b0562e15104cf55cd4ca968715b2f41aa5679e9c077

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=sha256:937e656dad879e16439a9cbb26d204a3a28c4b9efaad62e0d08616a5f2b82a9b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.299388Z digest=sha256:50badcf78e19a6899e8ab82ea060ce49b66439688214c8fd4b693a4b8ece0d41

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.386525Z digest=sha256:c93909aab71218170330c51509cd543625a1b111a3488d85a01681d7996d75cd

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.471633Z digest=sha256:0979c9b24fd30d46453fff646426d41e41dfa686d1b625be667cf4046d9c9227

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.543815Z digest=sha256:e758cde996e9339483205b216bd50b9964647d725d3dbeed77bb20bcb08c75d7

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=sha256:4b1841794ac75887878dc1dfa8ad6855a5dae9ad9595ed752c52cac5e9d649cb

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.692173Z digest=sha256:7d9dc271b42e97b4f4654f5850ce13f77c6295a144252ff6e77af1c6db433c94

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.751505Z digest=sha256:948d5c18e6623e7bf5557b1029e177195756ff82697e3e5b8c4119a43c73213e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.812294Z digest=sha256:733686ee752ecd62fc9ea32b127d3378ca83c2c82fee41c813549831fd045107

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=sha256:50da3c5ee2ef3e2d6f166c33b35b27c391e1f89b1a25cbcf21cd5a0d11871744

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.971254Z digest=sha256:6434b72a98bc9af9a65bd2e0a82f78232b685c13bccd769f2334309ff887ff8f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.064396Z digest=sha256:24511d5cbc739e954639116f3d1b7f576e12f8d43625ddaa9a57663b5cfd71d9

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=sha256:94ab96e093372c961953c3f03daf73334b992a152cf0bdf5821fff0a85845525

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.234313Z digest=sha256:72847a1ab0533c6f280621f6e3481b1bcb77cbe681f4e7abf6de8f93bbcdab39

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:b06ee4e5079d4a5e7330db467c21f29703327d5d9c49ce2600d3c9342357c82c

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:d4a5966c7477a57d17833d30e6c9a7e4c958b5e53da58decddb005a8e95bc741

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:e8ffe5a35020dd6f940e7abcd5e4e97851bce2051b5dc44d3fe95c1da7c55f1c

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:f35dcd733f5dce2513c33b75558fc19203798fe1ccc7235fd6879eea42f092a4

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=sha256:8628b595f852aa0e49f7b983076e6de6cd2d6f045bcdc84cd151adf0b6ac8a88

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=sha256:3169b372d0927253947483d298aca3d01df16f650487e2b10c3b127aaaa6f22f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.715064Z digest=sha256:6a11b9bc10be4af6e1fd0c4d37cf135c0f36585c9e91178b7ad2f0f70b34707e

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:b58a2fb02e2d522d6f9781280e1eb36399f6a9da64cd772a8f3a17e582cc55f6

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:ed485c095e079d395d2ec051c9770f0bea064bf43a78e3f34eebfbbc5eca1dd7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.990293Z digest=sha256:71ff1ba4cf75f88682c09726ab8823b3648ffd81fff05bd72b8b3d4f8b871479

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:56.096472Z digest=sha256:77f8f3acb927a337b4bf3873b783ae80072194d85f1072f8c5c55d9d520e3f96

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:59:56.177493Z digest=sha256:6231c107be0c6edfc26fc892af6c36440387a5dfd8ab1068f8b6a2d20dc3b669

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:d8795547e1bce77883395d5e38b26e1ee366ca27d11f85b60d316c93d075bfdf

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=sha256:57ca46214cb0afd149d156e38b5fb722299558ab7e6941d106c73b3425e3e54a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T20:23:18.667677Z digest=sha256:b04b026bcf30ad362edcdfefa8ee24e14087a91004c73dbee40e829950432685