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Paper Citation Record · LEDGER

Affordance Benchmark for MLLMs

As of 14 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 2026-08-14T06:32:32.682623+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:ae26d43904618bb74d3bb06b121bee6c96814c6a7fb0aba598b14bd198435a66

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=sha256:25ef10849552e56ae9b1884e417bcc3a4c28e742dc8a04be434974be07e97d81

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=sha256:1005e7b67f51e29066a9b94631686f73edbc14b4533075d88aadc3f52512d843

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=sha256:792d1a582b4d77e8e66d37d2c1f521b4d3eb731a522b728adfd5468e44addf71

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.720059Z digest=sha256:940b76159e79d56732ca327d0b754bf00d2d22010f8efa135a05d6c72fd5e81f

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.795289Z digest=sha256:3d472a9434fb367c758aa0e777cee37f3b48e5d0fcacad72f53de181f7f432be

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:b6da63875b6d44c0116b213e6d8ba004fc6a98ee0b10ebfc3610686684e72708

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:51.929963Z digest=sha256:d0c87dc84a783ea6915db6f027471ff5daa82d08ba6f7ebde7ca42245c7adbee

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.003632Z digest=sha256:6b078e54ccf17fc4d850c45f3293914bd6ba1156fea57606fc3f71b39d795d63

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.087842Z digest=sha256:e7713a6aec4ca576eb78c40e18c67f985bc7d85b0c31f4ef59a4afc1c102ed27

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.160706Z digest=sha256:5b92140d8fe6dbb2e15d5b2c8940ff0a876daf9092a00f74bdf06a14bded43ed

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=sha256:01c227b39ba0fe85540bb03170308317010d6768ce387760abcbbcc3df196a37

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=sha256:6adb5065520d40158c9b00a44bc9936ed6d1e8b247b71311180e89b5b5c75617

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=sha256:6e44d36fdd493ed53049c17023aa8188606c2671ec06b06a07e6e13160eef8ea

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.534295Z digest=sha256:62158d7e69e078d17d3e25404a196edfd56f8cabecfc357ab0542d3210b890c0

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=sha256:390f4fac1bdc195a7521910a30c773e4f39408294bf68610fd43c6903ea4b098

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:d5b0958a3da191bdabb564c6d320faa908f6727eeb36a5144f2da076bcf623f8

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.753228Z digest=sha256:344f15d588098a4395fd345d086248ab6836e3e8a9421b694e837cafa023e173

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.841795Z digest=sha256:4e6944d3755e0f29a4211b0826ce4bf832628d43417ddbfbb62668eb11da879b

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:52.914699Z digest=sha256:f74e6781ab7ce888328b3acbf3b83efbdaacef88638db2f429fa46f74d613c67

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=sha256:4a77607a8f65f29013d00f863453e9c4ce5bd74c45c58f45a54f040d545f96b4

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=sha256:1868c1a72cc7d2e18b56d91d66585906b7d24ff609c6d8504b5c74b263321d9c

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:bc5aeade50411cb2904a8dc70404a7620e801ac3aa09f21405a8396a9ccef486

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.292048Z digest=sha256:f8bb902aab781b43b5da6922d2d175ce9470c63427e5801dbbd65970878b8b47

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.397902Z digest=sha256:3c1f0e2f37be9a5e83b0fc15982b0d8b745eec586ef805ea75510b1568a10535

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.491432Z digest=sha256:9f599c340ffc373052ee3ca270b8118e8014df6f0f65721f08cebc70cdc225dd

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.553347Z digest=sha256:f3fa3fc8e3f541353dbe5d7e1d3a3118d15a8672e11a8f5a7c790c1199c0bd4d

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=sha256:18bfd29b60d90204f9805107b56e848f989c6555b943f818f31f612385777062

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=sha256:59f003c18103f60155b8fb77427bad385e2a96e00ed6d53a1cdd50a1b4f139de

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.804395Z digest=sha256:92271cc99103789b9b53e5082edadffefb2a482d588c847477a099057d85d9e8

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:53.881150Z digest=sha256:ea2de8ed53f5175d35e54e2f74e9c233542a3838ae70f613636f8758954ac871

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:c285d7f0633ece0c55454db701b7316f81cceecc44dee77bae58082332d3a40c

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.052431Z digest=sha256:74a58681343d1c4016fef105343c61928255b21379ae71a920decbcceac644ba

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:c8239960776b447be3e32ae341836266b98db9b28e5c68dc6cbbe0e943ec9e25

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:a325870f05834b36c2213c726abea90c4e675a2efd28f54f4f7bda48453c44aa

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.299388Z digest=sha256:04846323f4181743fa3e2d3a27332c4566f92dcbfbb6aa5144ece6059f5f1f25

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.386525Z digest=sha256:a2f1ededc9b813c37973c61961b182f30fe6b0fec9854d8de0534b94d1ead436

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.471633Z digest=sha256:5ad8c71c8f3852ce1f66b900cf768aa716d443e916515bd2be7b57009dd26e40

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.543815Z digest=sha256:09afdc33f5837fb68317adaa6273e74346fd8f1f60d5cbb249e384be76c6c7b9

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:ff267f75b1a1bbfe2355bb0e89fcedb4afdf5b9b5674f06128975f5f0c2b63ee

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.692173Z digest=sha256:034f10ee93d10665443b3ccb6bffaf5e9cbcb5e33836940e2ddb3f1aa0b9b5e0

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.751505Z digest=sha256:703858fc464b7fef57244a63e2b1031ba9bcd600fcfe17ce36eeece1696ed4ea

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.812294Z digest=sha256:621166c03753eb5e79142bca161d8546ed36461e1924264cac968ed03debcc6f

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=sha256:38b522a69c5cbb188a9349dde82d0534b0c25c7788e010b3135a5b1b5caeb8d8

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:54.971254Z digest=sha256:558b6fc2dea4fe3d7af28d5e512f504e17382421ee08db565fd76cdfce2c1517

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.064396Z digest=sha256:628ea1587580d24f1cdcb0f5305590692b87350cd084637cac5506c6b05bd9ec

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=sha256:6a89ea0ba180c906f1d890e9f74ae636d7e4d268c9c169fa952b644fa2fbfba9

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.234313Z digest=sha256:5762e2c16332b82a2a37b07bbfcbcc907ab9c7194d440e8ea4464fc71c04f4dd

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=sha256:34a237e0df289a80cec3353677058263f027f295e6901d1fbda1dfb236c5e52b

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:a0dffbe1f91ad92d36d00cc77bbe498e2814d093ba87dc71a471b66df3070147

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=sha256:5230ebb603495beb8b4fa1d5923920da00196170f2c6fe72fe1191fe1b900d5f

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:eea348210abedba87d7b3ae92d837c211424b132a8b2eb1d31370b5364b0d141

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:e4d58775597794645e3f45d5be8a503a168cbbb731e007c64ca93b9e193abc0d

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:c66f885822a1065b4d2d0a7f422b8c7ade8f86c282ba9e1b905784913fbf7850

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.715064Z digest=sha256:e0efdd823f3c445c75410f9a733ad304ef3add84a6693f1276a3dc35ba96c615

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:f2d57ce16223f32fb8248f617e3e24417784f1fae7047af65a893588a270119a

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=sha256:7beff9553500f14b5c8ed34d556effb250d3860c8ff9d66ba11c132a05dea972

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:55.990293Z digest=sha256:f9f0f8cdd80ea11f505ae679a77bc6f54c31a4cba87084b642ebe4d991cdc850

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:56.096472Z digest=sha256:76f5dc15cca8dbf31f78a25d2d38c7442d54240c80b3eaf00654b2b69b6cdc9c

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T11:59:56.177493Z digest=sha256:c7ac871202935479cecde86361aaa03bcb3e226c8bf1225be6be9b0153e2ca6c

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=sha256:337a7230c56035ba02239d6a8436118ee5945354bf78a6b4d833784a8d0426a3

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:d0ef930ad3da078833eca523dbaff9d88978c9bd74e457e4ac51288255cf7934

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-27T20:23:18.667677Z digest=sha256:d6e379e7628cd6239662fcd1c4dfe50d6b6716172cbef19ab33cfa1f16d3d806