Paper Citation Record · LEDGER

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models

As of 6 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 4 inbound Pith citation observations for arXiv:2508.04059.

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

pith.paper-citation-record.v1
2508.04059 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:58:54.366215Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:44:01.132916Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T16:44:56.026212Z

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy10
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 926ee1fc-fe6a-4aca-8b12-01201a8bf4e7 · outbound

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

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:48.190898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb46297e-4b8d-43a6-a604-c2acf5419f11 · outbound

This paper cites write newline.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:48.287875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec6eb9d-66b0-4c5c-a127-0dbd557242dc · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:04.224296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a0c7c0f8-b094-4cb5-a1ce-e3657f56821e · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:04.008912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d2f7ba0a-4205-4089-8679-e961551caed1 · outbound

This paper cites Qwen2.5-VL Technical Report.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Qwen2.5-VL Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:48.669549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc457ec6-9978-4645-8da2-a0856af9cad7 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:03.656712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e4a70c2a-eb7d-4237-ac7a-18d7271a11a8 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:03.467913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2f125f06-6bb4-4397-ae53-36db71f906d4 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:03.185674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eff19c35-4aa0-4a44-a12f-df929c52d204 · outbound

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

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:49.230191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052f69b7-9d89-4eb3-9437-72a35c736a54 · outbound

This paper cites S.; Salehi, M.; Muennighoff, N.; Lo, K.; Soldaini, L.; et al.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models S.; Salehi, M.; Muennighoff, N.; Lo, K.; Soldaini, L.; et al

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:59:02.878312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ed0985e7-ffd2-4e65-a34c-fb2e4f333fbb · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:02.627756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9ddd17d4-21a4-4ba1-ab1f-ccc9dc9a2507 · outbound

This paper cites o nig, R.; H \.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models o nig, R.; H \

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:59:02.406354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a4f258c7-cd21-4b7a-9c85-d0bcf1297dda · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:49.699498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caff9650-fb32-4a1e-83a5-7dce6e3a54cd · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:02.123689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e894da89-05e5-44ee-a1f5-dc10386e272a · outbound

This paper cites GPT-4o System Card.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models GPT-4o System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:49.955168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 502a73e9-919a-4476-b6de-80da5ead6593 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:01.891815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dee141c2-5871-4109-a57f-5bbb8bf21cfa · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:01.686753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation df177e8c-3f81-4684-b051-6a8819f22268 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:01.438515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cc74d608-7358-455f-935e-aaee5dfd8ce7 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:01.162990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f63d6861-9749-42a6-a438-f63e705f9124 · outbound

This paper cites J.; and Shipley, T.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models J.; and Shipley, T

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:59:00.979455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e4a4c47d-1942-4a61-9ba4-2b7fa7ca8395 · outbound

This paper cites J.; and Spelke, E.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models J.; and Spelke, E

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:59:00.735057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5ca85caa-f75e-4cb8-9c8e-d9bbaf0b5437 · outbound

This paper cites C.; Lo, W.-Y.; et al.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models C.; Lo, W.-Y.; et al

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:50.822887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8663aa8-79bc-4212-8932-4bc38ed28ea1 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:00.500216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 691f60fe-9315-49da-a6f5-0607781ae849 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:59:00.281786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7f083400-39eb-40c2-8e94-10e9d6d380b9 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:59.990067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 989522b4-ca7d-448f-8efb-0bff5add6f80 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:59.690483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f04264a7-8bad-4847-8ca8-f19972c10216 · outbound

This paper cites W.; and Fidler, S.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models W.; and Fidler, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:59.377508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 07f8d703-cb36-41cd-ab76-55ec947002a7 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:59.127933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 28803a17-07a4-41e7-92f0-776a4aff8515 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:58.879915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6b7e90a2-9c90-44a2-b01f-cd710dbdac3b · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:58.590535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 82951d38-aebb-4687-a510-eacd1f6cec89 · outbound

This paper cites L.; XiXuan, S.; Xu, Y.; Zhang, S.; Lai, H.; Sun, J.; Yang, X.; et al.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models L.; XiXuan, S.; Xu, Y.; Zhang, S.; Lai, H.; Sun, J.; Yang, X.; et al

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:58.343360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 228e9320-1832-407b-844c-6cf2c145a166 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:58.093555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 24e109a3-d895-4fde-b30a-0004985548a9 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:57.681883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 49ffd42f-118f-44e9-8e1a-586a580399a9 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:57.263529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation de8f430e-abd6-40aa-b5f9-f62da95b1e11 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:57.063078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cca04a1b-c13f-4f0a-b32a-0beb0b4b757e · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:56.842800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 30fbac27-1bb8-4d30-9927-93c16029a784 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:56.612478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19f6b06b-800a-4fdc-983d-38765f6036c1 · outbound

This paper cites M.; Xing, E.; Yang, M.-H.; and Khan, F.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models M.; Xing, E.; Yang, M.-H.; and Khan, F

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:56.423234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b11b76fc-9452-4390-8ce9-915ce1f6ea3a · outbound

This paper cites G.; Yu, X.; Haf, R.; and Li, Y.-F.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models G.; Yu, X.; Haf, R.; and Li, Y.-F

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:56.214167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 32c628a1-2fca-4248-ac16-f3b4ca7b4bdb · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:55.998793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1a1faa76-07d2-4457-a9f7-bc547f475158 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:55.815556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ce01a478-67f7-479d-abcc-f9e8b55aa455 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:55.651993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4827f4b0-17aa-4e1e-8096-3f179a616a4d · outbound

This paper cites M.; Chen, J.; and Yuille, A.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models M.; Chen, J.; and Yuille, A

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:55.499163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fa12420d-fd10-498f-a166-65e2dc586892 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:55.367400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fb7edc0c-1e4b-4487-a10f-7654abb81dd7 · outbound

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

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:53.608486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b659b1-f7eb-49eb-b9af-f37e32972be8 · outbound

This paper cites W.; Han, R.; Fei-Fei, L.; and Xie, S.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models W.; Han, R.; Fei-Fei, L.; and Xie, S

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:55.232884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c62ed297-5e23-4703-a31a-01e8229df594 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:53.836109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5517d13a-c926-4bcb-be02-4956badf45c5 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:53.962031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 145e8354-57f5-448d-b9bc-061b5f669d89 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:55.075535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 31ac5955-9604-4320-9954-f0d6eb9723ca · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:54.882328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eff8e1a0-e455-416f-a729-85b1470fa740 · outbound

This paper cites an unresolved cited work.

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:54.642926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 444d6a33-67b4-43fe-a188-c77c954ad065 · outbound

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

Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:54.366215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation caba08cf-eab8-4640-ab40-4d7fe6c35fe3 · inbound

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs cites this paper.

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-21T19:54:20.245542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation edcab68b-8e9a-45de-a603-0f26c6b6cef6 · inbound

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs cites this paper.

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T21:44:01.132916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66452167-f922-405d-beb1-f2fb9dc6defb · inbound

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving cites this paper.

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:15:22.836189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ff714df9-b2d9-4417-b1c4-c8c5723470a8 · inbound

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving cites this paper.

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:44:56.027656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.