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Paper Citation Record · LEDGER

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models

As of 3 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.24957.

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

pith.paper-citation-record.v1
2607.24957 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T05:01:30.517621Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

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  • unresolved56
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1156ce4d-1b22-4ccb-8343-877b3a4f239b · outbound

This paper cites Nature Machine Intelligence , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Nature Machine Intelligence , volume=

Reference 1

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T05:01:26.156595Z digest=sha256:6471ffbc834420b0e64f9083648f19289eecbb392d595af40047f6e02cf3d2d0

Observation 5eac475e-9483-43d0-861a-1df17935c96d · outbound

This paper cites Science China Information Sciences , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Science China Information Sciences , volume=

Reference 2

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source=arxiv_source observed=2026-07-31T05:01:26.245318Z digest=sha256:1492937ed23333fbefc73b6cc43fac6ebf01b909e10aa08367c9cc005022483d

Observation 92ff5ac7-d6b8-4e03-b724-d04e61c7d374 · outbound

This paper cites Position: Reasoning After Perception Means Reasoning Without Vision.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Position: Reasoning After Perception Means Reasoning Without Vision

Reference 3

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source=arxiv_source observed=2026-07-31T05:01:26.350549Z digest=sha256:c122b6607dca7c8ab0e168e5c3f77262d99756e8fc93c0593bcddc1524b4c6bb

Observation ee0b5f6e-8a67-4829-b359-62c47f9e71b4 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 4

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source=arxiv_source observed=2026-07-31T05:01:26.450404Z digest=sha256:081819d7dd6894c902e1c29c71c832408dc83036416b4fa74477a4ddda9a2970

Observation 38384984-b82d-4c47-a2c8-d907d08dc60d · outbound

This paper cites SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks

Reference 5

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source=arxiv_source observed=2026-07-31T05:01:26.556632Z digest=sha256:a6d5318debc39d0eae6de8eeee9c7851c633f56fddf4dd6e0fbc94ec6aa0f323

Observation eff033cd-f9c3-488b-9aae-3aa142ca30b8 · outbound

This paper cites Proceedings of the 33rd ACM International Conference on Multimedia , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the 33rd ACM International Conference on Multimedia , pages=

Reference 6

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no resolver link, observed 2026-07-31T05:01:26.647381Z

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source=arxiv_source observed=2026-07-31T05:01:26.647381Z digest=sha256:26669c9cd061714d499c86ea85b10e52c2c9fe1b07858122703d30c95d9bc811

Observation 7aadae96-8d84-4b41-8d94-8cd05c51ca98 · outbound

This paper cites Proceedings of the IEEE international conference on computer vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE international conference on computer vision , pages=

Reference 7

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source=arxiv_source observed=2026-07-31T05:01:26.752307Z digest=sha256:d2b2935fb1132b8d8eda42bc086fe154b7d49e0a358aa8b3d7c215721d27dbef

Observation 85dae68c-eeec-43d0-9900-afa081b3a3d8 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 8

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no resolver link, observed 2026-07-31T05:01:26.812502Z

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source=arxiv_source observed=2026-07-31T05:01:26.812502Z digest=sha256:6920ee8cd1651ba853ef0fab124f5d25c332b843d9ab4f6b8cd3edf8fa3e9a2d

Observation 4bf06950-9345-46e1-8a98-77ff34279ef8 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 9

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source=arxiv_source observed=2026-07-31T05:01:26.902041Z digest=sha256:726bf9fc20082f6eaebc1961e152d14878d536f131f9403535465f1e12d945bf

Observation 6560bc5a-19a5-4702-8141-5225867886cd · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 10

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no resolver link, observed 2026-07-31T05:01:26.983743Z

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source=arxiv_source observed=2026-07-31T05:01:26.983743Z digest=sha256:3e1f7ea74e64fe4b2c9e51e5926f842f591037018b1dd8caace732dd732eafa2

Observation d716b651-3efb-4f9e-b0aa-7fb65523c551 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 11

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source=arxiv_source observed=2026-07-31T05:01:27.145517Z digest=sha256:82c6de4910c6e430c54b0c350a27f42c7220f02cb94853fa629055aff567c4b7

Observation 330cc4d1-2ad5-405f-9e5f-ecd59891287c · outbound

This paper cites European conference on computer vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models European conference on computer vision , pages=

Reference 12

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no resolver link, observed 2026-07-31T05:01:27.213296Z

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source=arxiv_source observed=2026-07-31T05:01:27.213296Z digest=sha256:9a71a55ad0d842dfd51a2fa02e2f094e397ce5370cdd6ef0222613c3516bc4a7

Observation 63e373eb-2354-44ba-8349-4a14d237caef · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 13

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no resolver link, observed 2026-07-31T05:01:27.300228Z

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source=arxiv_source observed=2026-07-31T05:01:27.300228Z digest=sha256:bd13e801b2dd423d1fc2795e2714b536db366e39e3def2da89edd942a01a1411

Observation 8d4ebf91-6006-48fc-a042-3162b5e5aba6 · outbound

This paper cites Proceedings of the IEEE/CVF winter conference on applications of computer vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE/CVF winter conference on applications of computer vision , pages=

Reference 14

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no resolver link, observed 2026-07-31T05:01:27.371742Z

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source=arxiv_source observed=2026-07-31T05:01:27.371742Z digest=sha256:5d6ac175ddc1b746a23976c0472396606a45337c421f6ea88c8a56c807bb6b9b

Observation 092873c1-846a-49da-a787-7f8f804a45d7 · outbound

This paper cites Findings of the association for computational linguistics: ACL 2022 , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Findings of the association for computational linguistics: ACL 2022 , pages=

Reference 15

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no resolver link, observed 2026-07-31T05:01:27.416019Z

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source=arxiv_source observed=2026-07-31T05:01:27.416019Z digest=sha256:5498eeef58ed44009a2cc7c527fef90f10e1487bb6784d6ddd4179ebbad1d5a9

Observation 5f9f920a-5219-4100-9ba4-48132eca9972 · outbound

This paper cites Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=

Reference 16

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no resolver link, observed 2026-07-31T05:01:27.518824Z

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source=arxiv_source observed=2026-07-31T05:01:27.518824Z digest=sha256:4698c2dea09fc03efab85dbd363c79b64949cfc1bc01c4958f7d211b2541d1cd

Observation 33b6ebd4-63f7-4018-9cbf-248dcd0337ce · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 17

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no resolver link, observed 2026-07-31T05:01:27.621125Z

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source=arxiv_source observed=2026-07-31T05:01:27.621125Z digest=sha256:983d9907b368d26b62645da376a8e7e28fad1bd24b10cdb39c57b73ccde1c65a

Observation 06bdd388-d80a-4a4d-a06e-25c17fe02661 · outbound

This paper cites European conference on computer vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models European conference on computer vision , pages=

Reference 18

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no resolver link, observed 2026-07-31T05:01:27.777902Z

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source=arxiv_source observed=2026-07-31T05:01:27.777902Z digest=sha256:c0a2b13c7a2b0360423fe4815c66a829adbfca68569b5a114700b58259bdf526

Observation fb137b65-ca91-4bf7-a813-c5af48ec5f49 · outbound

This paper cites International journal of computer vision , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models International journal of computer vision , volume=

Reference 19

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no resolver link, observed 2026-07-31T05:01:27.807425Z

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source=arxiv_source observed=2026-07-31T05:01:27.807425Z digest=sha256:9628069e9e5f0f2a9d58f4fe0dc46dbff521362ce008da579f556235a4a3ff3e

Observation db622f92-2aaa-42cc-ac07-3b1d4bdda228 · outbound

This paper cites The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=

Reference 20

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no resolver link, observed 2026-07-31T05:01:27.882250Z

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source=arxiv_source observed=2026-07-31T05:01:27.882250Z digest=sha256:c991eeab4a845cf034073be846b85b058470749e8db19b45c5e1ecb9b7a9475c

Observation ee20badb-d451-40f5-b953-940ce8ba09f5 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 21

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no resolver link, observed 2026-07-31T05:01:27.988373Z

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source=arxiv_source observed=2026-07-31T05:01:27.988373Z digest=sha256:03c6db151754738912d53dd68e898eaeff392e7078c64ab4396da7605cda2482

Observation e0f381d7-5a36-4000-9bcd-216cbc0bb292 · outbound

This paper cites International Conference on Learning Representations , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models International Conference on Learning Representations , volume=

Reference 22

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no resolver link, observed 2026-07-31T05:01:28.083552Z

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source=arxiv_source observed=2026-07-31T05:01:28.083552Z digest=sha256:13085204425bc432dbaec0c04c7d5bc95c905d71b4381eee20174d28b681f484

Observation 6f8d2294-ff27-4414-8eeb-3f337f4b4874 · outbound

This paper cites PhyX: Does Your Model Have the "Wits" for Physical Reasoning?.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 23

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no resolver link, observed 2026-07-31T05:01:28.195478Z

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source=arxiv_source observed=2026-07-31T05:01:28.195478Z digest=sha256:f6b8db60e8a3aa81a1c3d0c111d4634ae52bc57fe6d145499372b69106cda7e9

Observation b71a6037-8873-4d11-b572-8d17d35c3861 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 24

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no resolver link, observed 2026-07-31T05:01:28.264576Z

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source=arxiv_source observed=2026-07-31T05:01:28.264576Z digest=sha256:bdd3790a6f0dc684211405fd2a9d4486009701d37996b575f8383c09cbded81e

Observation b4d44ad0-a6b1-4b95-b44c-4595f1990d2d · outbound

This paper cites Vision Language Models are Biased.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Vision Language Models are Biased

Reference 25

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no resolver link, observed 2026-07-31T05:01:28.317659Z

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source=arxiv_source observed=2026-07-31T05:01:28.317659Z digest=sha256:1d8e76ea1d746ca1e229d41f0c1e237c225527d1c771e675c37d98ae10975594

Observation e6992855-794e-4037-b7d3-00ab9c601dcb · outbound

This paper cites Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark

Reference 26

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no resolver link, observed 2026-07-31T05:01:28.384980Z

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source=arxiv_source observed=2026-07-31T05:01:28.384980Z digest=sha256:e58d4b17cd7fe5c38eb64bdf812f2a876aa7da6fca87859ff665aaffb46c3bac

Observation d508ce6b-0b66-40a5-b6c9-405ee6e2d15a · outbound

This paper cites LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

Reference 27

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no resolver link, observed 2026-07-31T05:01:28.440761Z

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source=arxiv_source observed=2026-07-31T05:01:28.440761Z digest=sha256:a8f342a0a424dde9a4bbae1713edf18398e4176cfd64ff0b09160bd21c29cf30

Observation b7c034ec-a817-4ba0-9576-542ed53aeced · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 28

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no resolver link, observed 2026-07-31T05:01:28.513634Z

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source=arxiv_source observed=2026-07-31T05:01:28.513634Z digest=sha256:ecca55aecf6942fcd5578e4771ec3a27eb3c59323047cebf26190ba54b1305a0

Observation 04624801-6712-4362-b4d7-0ac6ea2479a5 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 29

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no resolver link, observed 2026-07-31T05:01:28.579726Z

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source=arxiv_source observed=2026-07-31T05:01:28.579726Z digest=sha256:385cbd038c59c27be04845a094522910fe2d74bf602b11ff88702b6446d464b6

Observation db17d2f2-6e41-4f76-9427-9465de0611a3 · outbound

This paper cites Proceedings of the Asian Conference on Computer Vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the Asian Conference on Computer Vision , pages=

Reference 30

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no resolver link, observed 2026-07-31T05:01:28.685183Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T05:01:28.685183Z digest=sha256:ef1056dedac4032050abe4f2bdad52b2d494bd354f7408a9f5aa5edac933fdf4

Observation d28ecc56-8a77-4b8a-bc6e-26f725367fa4 · outbound

This paper cites Human Cognitive Benchmarks Reveal Foundational Visual Gaps in MLLMs.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Human Cognitive Benchmarks Reveal Foundational Visual Gaps in MLLMs

Reference 31

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no resolver link, observed 2026-07-31T05:01:28.735215Z

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source=arxiv_source observed=2026-07-31T05:01:28.735215Z digest=sha256:832effb98e636ab7e4a0b9518b370ea1855d2ebc3face35debee42b5100c6a1f

Observation d51a5525-1455-4600-a670-736d17b93e09 · outbound

This paper cites BabyVision: Visual Reasoning Beyond Language.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models BabyVision: Visual Reasoning Beyond Language

Reference 32

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no resolver link, observed 2026-07-31T05:01:28.838169Z

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source=arxiv_source observed=2026-07-31T05:01:28.838169Z digest=sha256:a727aa70f6266a1a4873c36544e5c216ec30f8a7245a73e77eb485a3b0018ac7

Observation 6b4cab17-7f1f-4779-ac9d-03673e7b6a88 · outbound

This paper cites PointArena: Probing Multimodal Grounding Through Language-Guided Pointing.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models PointArena: Probing Multimodal Grounding Through Language-Guided Pointing

Reference 33

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no resolver link, observed 2026-07-31T05:01:28.883339Z

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source=arxiv_source observed=2026-07-31T05:01:28.883339Z digest=sha256:7cb70fb02db99496802790b2759d5d846ebcaecbfd6e7ed7991d862241b35a37

Observation 594f2ce4-c5f3-4932-be55-cc28432efe65 · outbound

This paper cites European Conference on Computer Vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models European Conference on Computer Vision , pages=

Reference 34

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no resolver link, observed 2026-07-31T05:01:28.949981Z

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source=arxiv_source observed=2026-07-31T05:01:28.949981Z digest=sha256:aee9511d3d8916ffa0511c4c6f307e57a0c954c73c7a0ec03631805e7e3eca74

Observation 4f6d477b-d9a0-4c0e-9363-d00355a128cb · outbound

This paper cites ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models

Reference 35

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no resolver link, observed 2026-07-31T05:01:29.035002Z

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source=arxiv_source observed=2026-07-31T05:01:29.035002Z digest=sha256:810696f66cea3674894c64aad24d07aa03e2e3b56ebe629ffb594ca2a7f8af11

Observation 53cb83b1-30a3-4c63-8835-13a0c94dec03 · outbound

This paper cites arXiv preprint arXiv:2510.13804 , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models arXiv preprint arXiv:2510.13804 , year=

Reference 36

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no resolver link, observed 2026-07-31T05:01:29.089488Z

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source=arxiv_source observed=2026-07-31T05:01:29.089488Z digest=sha256:a802b9526101cde126ef2a789e059f45aca6997de3e341bd657bbd8113a611d9

Observation 8ad357b7-46d3-4455-ad48-3b10454a83a7 · outbound

This paper cites OS-ATLAS: A Foundation Action Model for Generalist GUI Agents.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 37

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source=arxiv_source observed=2026-07-31T05:01:29.210636Z digest=sha256:d069f8c44872e611c837e005d9d4802b84571e8c04cdce31c13d98f36e0eb0c4

Observation f39c7fbe-a7c2-44fe-b051-49559d5409b8 · outbound

This paper cites MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T05:01:29.271997Z digest=sha256:cce98cfaeb6687dcafba470b37ff021b8cdf9112f45aac510d3bcaab6ed02262

Observation 18ae6d45-b37c-4187-ae4c-1d3ba49a1c6c · outbound

This paper cites arXiv preprint arXiv:2511.03146 , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models arXiv preprint arXiv:2511.03146 , year=

Reference 39

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no resolver link, observed 2026-07-31T05:01:29.392334Z

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source=arxiv_source observed=2026-07-31T05:01:29.392334Z digest=sha256:7b14936818f84ac4790c77c241f54b31eb45521af700cf2a5b8526a94014d6ab

Observation 9959456d-6c39-445c-9c24-adbd788847b0 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models The Twelfth International Conference on Learning Representations , year=

Reference 40

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no resolver link, observed 2026-07-31T05:01:29.447386Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T05:01:29.447386Z digest=sha256:dbbe61c7eed4cf0b28261cd70797d07df0009c743a162f5ddaf3ae0c715cf510

Observation 50b80e12-ccaa-47c5-8424-6d134cc366c5 · outbound

This paper cites European Conference on Computer Vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models European Conference on Computer Vision , pages=

Reference 41

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no resolver link, observed 2026-07-31T05:01:29.556601Z

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source=arxiv_source observed=2026-07-31T05:01:29.556601Z digest=sha256:727cd13ea9d910457a55d3f372b6d778e9f4ae7940bfbb2efa53f98ce712f524

Observation d5eb2269-11d3-4f5e-bd89-c265ce2f5e8a · outbound

This paper cites arXiv preprint arXiv:2505.13227 , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models arXiv preprint arXiv:2505.13227 , year=

Reference 42

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no resolver link, observed 2026-07-31T05:01:29.722354Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T05:01:29.722354Z digest=sha256:6974a5c69b216e0ed51b72b2daff19574c715a229dd36f2e7f94ca5d013aac5f

Observation 47498e98-71e7-45bf-85fc-cf5518ce82d5 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 43

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no resolver link, observed 2026-07-31T05:01:29.799630Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T05:01:29.799630Z digest=sha256:d4d977f7b71731f24fbe489fda06f8d7280e6d92af05c1ed1aa75f59c5a754b9

Observation 2278697f-a04f-44bd-8c21-bc289a0150b0 · outbound

This paper cites arXiv preprint arXiv:2507.07999 , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models arXiv preprint arXiv:2507.07999 , year=

Reference 44

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no resolver link, observed 2026-07-31T05:01:29.843214Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T05:01:29.843214Z digest=sha256:0c6a197a621c1d93158bb4b7f79ec6c588a38c396d2afbf7c22dfac440637e48

Observation 3253df54-c6b2-4f0e-a8b0-27a965a2490d · outbound

This paper cites The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=

Reference 45

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no resolver link, observed 2026-07-31T05:01:29.908810Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T05:01:29.908810Z digest=sha256:df6343afc5c2b0bfcbc9647060a60967a24206ed823a354efa5c7f876bdae4a5

Observation aece2096-710f-402b-9224-7ce431befe0a · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 46

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no resolver link, observed 2026-07-31T05:01:29.958635Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T05:01:29.958635Z digest=sha256:22cb34d48dfee61d0de03f8fdf6034615cc55d76ceb0651cfb9d6336213f9a90

Observation b9b0d3f4-bc59-42bb-8dc7-0c1fff085dd0 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 47

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no resolver link, observed 2026-07-31T05:01:30.010480Z

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source=arxiv_source observed=2026-07-31T05:01:30.010480Z digest=sha256:2bee6c2a406fae83a996cf97ac23a45ea4423bdfb9098befe5fd4c1e1978ee45

Observation 822e5bed-558e-4978-8481-0cffc67c013c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 48

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no resolver link, observed 2026-07-31T05:01:30.069081Z

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source=arxiv_source observed=2026-07-31T05:01:30.069081Z digest=sha256:fdcfc044421baa778ef288a6f15e95f8e2c7cfface370139bfcd58370a7043cb

Observation cf9261ab-f88a-444b-a2a6-ace7018e129f · outbound

This paper cites arXiv preprint arXiv:2506.04308 , year=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models arXiv preprint arXiv:2506.04308 , year=

Reference 49

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no resolver link, observed 2026-07-31T05:01:30.120700Z

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source=arxiv_source observed=2026-07-31T05:01:30.120700Z digest=sha256:1070b0867b2e4501ab14bae6a85678640bb47e711508bd7f6ea6a2db3f9713a4

Observation 2fd6c674-b9a0-4578-b857-132c067de8e4 · outbound

This paper cites DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models , year =.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models , year =

Reference 50

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no resolver link, observed 2026-07-31T05:01:30.173933Z

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source=arxiv_source observed=2026-07-31T05:01:30.173933Z digest=sha256:9b72a327e37407ce90ff93f2164870a1185872019527b422b9a36117b8d0616a

Observation a44773f6-0729-4a0e-98d2-9089bfe1082e · outbound

This paper cites Gemini Robotics: Bringing AI into the Physical World.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Gemini Robotics: Bringing AI into the Physical World

Reference 51

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no resolver link, observed 2026-07-31T05:01:30.230081Z

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source=arxiv_source observed=2026-07-31T05:01:30.230081Z digest=sha256:46eb221a58420c5fe2dcc97ee403e1df2902ee659924a4fdfd10fca6eb981d0b

Observation 533c3b84-8ccd-4a66-aa31-fdc74361f5c3 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Findings of the Association for Computational Linguistics: ACL 2025

Reference 52

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no resolver link, observed 2026-07-31T05:01:30.284127Z

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source=arxiv_source observed=2026-07-31T05:01:30.284127Z digest=sha256:079138619d38eac6495ad21cd3a055e53f3c516e72203853e0eba8a8c2119f76

Observation 53746efd-75f9-4f36-b768-b55d9b434f31 · outbound

This paper cites 2025 , howpublished=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models 2025 , howpublished=

Reference 53

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no resolver link, observed 2026-07-31T05:01:30.346111Z

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source=arxiv_source observed=2026-07-31T05:01:30.346111Z digest=sha256:030f24f1946cd4733ae03ea1f3ec902ece00872bcbe4fa798d85f8c7c6dfd5f0

Observation e53b0488-08fe-4f75-acd0-7e4fe76d39aa · outbound

This paper cites 2024 , howpublished=.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models 2024 , howpublished=

Reference 54

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no resolver link, observed 2026-07-31T05:01:30.411809Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T05:01:30.411809Z digest=sha256:0f02888491eefc83b6fc1f45fef8fe0219c6a22345014f9deb4e0cb74f5981ca

Observation 6f07a2c6-2d4f-4227-b7fb-ad2f813f399e · outbound

This paper cites VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models

Reference 55

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no resolver link, observed 2026-07-31T05:01:30.468951Z

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source=arxiv_source observed=2026-07-31T05:01:30.468951Z digest=sha256:87dba7fda42d2d84fc0aa0e059fce5659faa2ba55d463fda8c7f9a1901e3403d

Observation e504db0f-fe1a-4dc6-9bce-00f6e8e3e0fc · outbound

This paper cites Contrastive Learning with Large Memory Bank and Negative Embedding Subtraction for Accurate Copy Detection.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Contrastive Learning with Large Memory Bank and Negative Embedding Subtraction for Accurate Copy Detection

Reference 56

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no resolver link, observed 2026-07-31T05:01:30.517621Z

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source=arxiv_source observed=2026-07-31T05:01:30.517621Z digest=sha256:3707bfe1384d7b155036a119ff534a8b7abf9936d1732adb95ad7ed07f5b7f97

Pith citing papers

No inbound Pith citation observations are available.