Pith. sign in

Paper Citation Record · LEDGER

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures

As of 16 August 2026, this Paper Citation Record lists 100 of 110 outbound references and 0 inbound Pith citation observations for arXiv:2608.13267.

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

pith.paper-citation-record.v1
2608.13267 v1

Coverage vector

measured 100 of 110 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:06:27.211196Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

100 of 110 outbound references displayed

  • verified exact4
  • verified fuzzy24
  • unresolved72
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d66cdec-5f9f-46de-9355-60583d9b3029 · outbound

This paper cites Qwen3-VL Technical Report.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Qwen3-VL Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.676035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.676035Z digest=sha256:8aaba5fb609d5232bb4627e9fe033cbd73ba17e91e23aaaf68c69dced212bc83

Observation c5e123b9-eb99-47b1-9f22-49b157952040 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-14T15:06:27.756463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.687874Z digest=sha256:23e6d47ec3d0ac74bd2906fec2353cc43a23a1a2ff0e1c45dc1327bd990234b8

Observation 4ad81314-3d72-4c7c-b999-843c4ecb3b3c · outbound

This paper cites BeHonest: Benchmarking Honesty in Large Language Models.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures BeHonest: Benchmarking Honesty in Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.693276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.693276Z digest=sha256:2eba431a463aac7c25a8c110f8e91b8a578d5ab1d299bcee1eb0b6efa1f13fd1

Observation 7c42aa91-196b-4604-8768-35270d95c934 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.698807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.698807Z digest=sha256:bfa78ac7c967421e1ab7863aa0819af1227abe72752b0d98b575e8c6d4d5c523

Observation a79f9a63-e44f-49eb-a4be-b55ed38633d4 · outbound

This paper cites Agarwal, Joanna Lin, Anson Zhou, Sonnet Xu, Vasiliki Bikia, Roxana Daneshjou, and Sanmi Koyejo.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Agarwal, Joanna Lin, Anson Zhou, Sonnet Xu, Vasiliki Bikia, Roxana Daneshjou, and Sanmi Koyejo

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.704075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.704075Z digest=sha256:bb213591f48f03b7ea3c351391659587e2e3e82370255f14a17619445850d5b4

Observation 750d12c3-c70d-4d25-ab81-94365c1ac82e · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.709591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.709591Z digest=sha256:d8f2e98d44a78770709111ce8773a1870e2ab4c6586c72070cd31cdd015e5d33

Observation 57b9a296-c181-48c3-86c5-7d55e777ec78 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.715086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.715086Z digest=sha256:24e7386aa577de67ba4b3fd67ea9bd63d48dfd4051d318801aa49dabd61940cd

Observation 369d7f09-80a3-4a40-b52b-6e04b6df99b3 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.719705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.719705Z digest=sha256:bf33f082ee218874806f82fe9837691a8a8fff23f80de2e0a6a5ca262bcebded

Observation f5934dfb-3a55-44e2-a09d-37eba778df41 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.724473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.724473Z digest=sha256:4c6d25446466755d311e8783665e33e01eb108983855cd0fde1a40a7252dda13

Observation 2888866b-4dce-4704-942b-0fe3192030df · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.730250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.730250Z digest=sha256:c4c25d07b6b03de52ceda5fa3dc38aba3ea75c0c6cb3d5dda1e7b342472c2f96

Observation 80e33cf6-485d-4bc4-aa48-46067b37588b · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.741462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.741462Z digest=sha256:2b93c06b205026e75581cf63459c8c9c8fbf1d747489ce4196784fae2e63c4cc

Observation 8edd82c7-7790-43b0-b5d6-5f924478686f · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.746008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.746008Z digest=sha256:24b9dc5a1a464560fd699ce68ff21e0e1e8e87337ee9f6ec91b9be0caad8f378

Observation 4e8a87f1-7516-462e-a5a7-7bc32b49ab01 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.752756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.752756Z digest=sha256:0f031a181e24232dcba5e642352f2fece588107b89d0bd41de47ffc9b95a3467

Observation d009e44e-f428-4ec5-9520-96c829099958 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.758073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.758073Z digest=sha256:b69d2eaf6ebab83dab89e12e03b98fea9fc111d3798323e9c715693a1e5d069a

Observation 68ad880e-0e84-4083-be7c-ee885534d03f · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.763673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.763673Z digest=sha256:c02e737802bd09d42737fb9c4395243fee227afa508e5264160c4281f70e76c8

Observation d8ca5d27-8d67-4080-9343-50e23c1767fe · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.768204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.768204Z digest=sha256:e7c34c69013eeb72889c63d44188a14d9a926823702663768c25d112c1220149

Observation 869d2912-f033-4f74-bbe0-36e4b105cf9c · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.773553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.773553Z digest=sha256:ad0d71513427662adb5a01f7c79cf35dfd5bf0c0ac267c58d28bfa8e5285797c

Observation a54d32f3-3342-4e7c-8c98-0379d1c1b81a · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.778874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.778874Z digest=sha256:74d18e5967af31d24351ae6a59a533533501ec78c3b28650d3784704666e9f85

Observation ca5163dd-cd68-4b5c-b285-91d0b2184ece · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.783904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.783904Z digest=sha256:3384e5255c228222435fd70bdc07c632bc4d199e38d93f98ed75520fc4466932

Observation fa977e31-f916-4750-ab89-7aadde797d78 · outbound

This paper cites CHAOS: Chart Analysis with Outlier Samples.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures CHAOS: Chart Analysis with Outlier Samples

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-14T15:06:27.543437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.788584Z digest=sha256:1bae195948318a9783379930d30c96dd04684b98a3b8734c1a8ab47e354e8dbe

Observation 52ad378e-c711-4bd1-8cef-7bffedad6ac4 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.795196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.795196Z digest=sha256:f901956f20c752999005c947c0f316d15a20624eff31a3781b81b6b8ac35fb8b

Observation 2d8d095c-0b51-4a57-9678-e4dcd22e8750 · outbound

This paper cites GPT-4o System Card.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures GPT-4o System Card

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.799935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.799935Z digest=sha256:ee5e8f72bfbb85d3306c21aa42ebc8e2448a419cadffdaafbf225565cc435de0

Observation d7560dc2-0229-4541-ba03-c920b19a5b2e · outbound

This paper cites OpenAI GPT-5 System Card.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures OpenAI GPT-5 System Card

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.805007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.805007Z digest=sha256:c0fc7f67d3f8bc2049469d7b06f7afba81cda815057aacc1727793d8d4b8de1d

Observation f082c2e0-b7bf-4624-9f61-6db94083fdd5 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.811979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.811979Z digest=sha256:e32f1ffa22fd98d07b5dcd034dc3d817d9cd3b07a5e9fe4bf1752bb7224c85be

Observation 0a257367-79e2-479e-9e60-779465de3bd9 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.817003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.817003Z digest=sha256:0ba2f3feac28d4130f9c96f21924349ab7d0acf475f26025ce1a5d158e0836b1

Observation 8aa36491-c5d2-4cc0-9b90-afd768182c36 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.822492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.822492Z digest=sha256:c10506213dd6dd1aa017fe922c2cb979438085734d4b2f48e32e65d390474528

Observation f89bc18b-e970-4ceb-b69d-da968d61fa70 · outbound

This paper cites selective prediction.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures selective prediction

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.827127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.827127Z digest=sha256:c640b3f62dcf9e023d30815ecf0bf22575fd9719d3514e440fa2ff36e038f2c0

Observation 6a5d4423-66ca-45b3-b765-8322bfa4b861 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.832521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.832521Z digest=sha256:7992aa99772662d298920f5654c60d20f74448a84b1f6b59d4ecd642780eb594

Observation 5d443895-073d-4454-9eb5-318f580dfcf6 · outbound

This paper cites Gemini 3.1 pro model card.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Gemini 3.1 pro model card

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.837766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.837766Z digest=sha256:88c72ba4da8b318ad98dc33ca9f9837590ac21be2e8d14e5ec876b4ff9f3f970

Observation d3e33611-97df-4170-b467-766b79343aa4 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.848399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.848399Z digest=sha256:f59dcc60985ffc453f0cc16bb8f043da8e51caf5da679d0e1c5cc6476b9aea87

Observation dc29f357-86b2-4640-8bfa-21b311ee98a2 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-08-14T15:06:27.461378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.853367Z digest=sha256:d4e4f8bff2e72e8a105cfe9af47b565e2c9776f1b8d32f038b442e0427566a57

Observation 441afec3-9241-4b2f-b20c-c78c4a0c9e0c · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.858455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.858455Z digest=sha256:5008513e5c156529d53fb74b8a8e93b37355cd5f705128279f8a6dc909f95543

Observation a5844819-3579-4074-8d7e-4f24c0c0db2b · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-14T15:06:27.443823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.863681Z digest=sha256:cb2d761c73cb92c2e04d40eb2eb1ceb041c615ed209679b8db027954839522e9

Observation 5fad8c0c-9b76-4c7b-b00e-8f398be302eb · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.869251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.869251Z digest=sha256:8913130eb8ad758caec61f97a5ab8eee93d40f8fba7206830b54a6d261af730c

Observation 9dcc6d7f-5b51-4dc1-80cd-93bf6f45b88c · outbound

This paper cites Measuring short-form factuality in large language models.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Measuring short-form factuality in large language models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.874381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.874381Z digest=sha256:0723574d0e0ffb63cdcb82c37e84becd1e103b80d0514b7a6f3e19da87d3ca21

Observation 3b97f177-fef7-4663-aacf-738cf09a020e · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.880417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.880417Z digest=sha256:0524c70e469bdd851ba6ae2b6b40e691ca206fb47f7f31dc728db09ad5ba7205

Observation 304bb961-18b2-4a2d-8f08-4582dc48ca22 · outbound

This paper cites ChartBench: A Benchmark for Complex Visual Reasoning in Charts.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures ChartBench: A Benchmark for Complex Visual Reasoning in Charts

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.885305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.885305Z digest=sha256:d8ddbc13e000a5d7141b6ad26e210ec0d8495cd91f9ccb42d41e58b3307e9e2b

Observation e27ccb1d-42e8-4804-a141-7277119c6a4a · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.891273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.891273Z digest=sha256:f1dc4ec3c9c1c44607c07ad584f7a825ac8e5df529f595718cf7da77e0460bc4

Observation 245ac5a5-7066-487b-8421-11f8d02b39a8 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.896918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.896918Z digest=sha256:2af11dddcc4f21b25f57140b830fb4c80976f3d1dc1152f4fe44adf822f08916

Observation 3c3affa5-42fb-4ac4-a19e-178634d4d792 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.901678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.901678Z digest=sha256:1137927e4e0f95835e77ee212ea5dfeb7f6279e6436ae96a7b71de4c77381ddd

Observation 63fa62ba-d851-4638-87af-9039cf94380e · outbound

This paper cites Xing, Hao Zhang, Joseph E.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Xing, Hao Zhang, Joseph E

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.906700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.906700Z digest=sha256:da5078039884ba939cb5fe5a62ac9731ffcc9713288cac1b67260994cc950a72

Observation 5f2813d6-5e0c-4615-ac97-1677740713b5 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.912276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.912276Z digest=sha256:dd01daae90a061cd1e6016cf1a3f60fc90702c20cc7949ffea2f7652528f0a3a

Observation 79bbaca0-0f0d-469c-89d2-663883b1b3c3 · outbound

This paper cites A Comprehensive Survey of Multimodal.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures A Comprehensive Survey of Multimodal

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.918314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.918314Z digest=sha256:648be36654fa7cc7a9b57ba6499893236717152b27e522a3c66598f1ccef4720

Observation 5520223d-6149-4ce3-a555-6e4eb1e604d8 · outbound

This paper cites A Comprehensive Survey of Multimodal.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures A Comprehensive Survey of Multimodal

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.923899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.923899Z digest=sha256:5c38a7308b9a62dc1519b9e43188ba74e9a2e29387b91804bf3f02f02b2f5006

Observation 248ddcf6-59d9-4147-aaa8-e52661396479 · outbound

This paper cites 2025 , url=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , url=

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.928906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.928906Z digest=sha256:5f085581db7299429e6cdca4ee17de3b2b332ba92c6509320c014f04c587ab94

Observation 038c4011-3bf0-42b0-b9db-326d28e6fc34 · outbound

This paper cites 2026 , url =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2026 , url =

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.933608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.933608Z digest=sha256:26e7da78f555b4526204f8fdf9b1ab30522274e758b7c0dfe54694c614cd6937

Observation 9435c89c-6d6e-4d6a-af50-2779f5880a24 · outbound

This paper cites Transforming Science with Large Language Models: A Survey on.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Transforming Science with Large Language Models: A Survey on

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.938431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.938431Z digest=sha256:2d82ce8523375e47344ee5031c820573180bf7e816e938d9e187458a6f161720

Observation b4a4f3fb-e845-4a5a-960c-ec1b40b3e14c · outbound

This paper cites arXiv preprint arXiv:2508.21148 , year =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures arXiv preprint arXiv:2508.21148 , year =

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.943505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.943505Z digest=sha256:7bbfb7d71e27cd94426f185f05d2e99dff762ef6ef51aa274041c2629350f4e4

Observation 6a3daa40-b828-4811-9657-cd4d97a3c58f · outbound

This paper cites GPT-4o System Card.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures GPT-4o System Card

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.948661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.948661Z digest=sha256:cc627f1438056fe5297b4cbc52944cd7455d060316db2120c9834236d1ed5908

Observation 4a7d7c9b-a4a3-4718-8d0a-ddf86bc9719f · outbound

This paper cites 2026 , author=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2026 , author=

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.954502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.954502Z digest=sha256:f6d10324d5b6777c85120104284ab3ce2ac98303099a3b0ffcfdf16fb06bec4f

Observation 6f47cc40-dcac-4c83-9a65-5849be121d0e · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.959199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.959199Z digest=sha256:e0b535b9d1d40706ead84340655657e31134b47352bc1cc6b7d5d1cbbf917db6

Observation fd439c8c-0e85-4295-a4d1-4605c526bda1 · outbound

This paper cites 2025 , howpublished=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , howpublished=

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.965185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.965185Z digest=sha256:a9b01f894b03e49968ec8cb50f59dedce203325f11d7f99f7ae91d1ecd9b1fbc

Observation bfa3b97b-f4c1-47c4-b230-bcac3b0e13ad · outbound

This paper cites Qwen3-VL Technical Report.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Qwen3-VL Technical Report

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.970144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.970144Z digest=sha256:4d16c8ef25cb48811a5fc9541c197630d3bd5d0712311115ce633e52fd6b3a54

Observation 3f2415d4-d5b7-43f6-aca8-5c7466c7857d · outbound

This paper cites Gemma 3 Technical Report.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Gemma 3 Technical Report

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.975993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.975993Z digest=sha256:3d457f8e760d40c46b4bd45bdb73442f82200e970ece03baf4bc88765c382795

Observation 4be364ed-b748-419c-9293-e0f6bceda341 · outbound

This paper cites 2025 , howpublished=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , howpublished=

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.980409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.980409Z digest=sha256:95f438da5c866eb93edd5774f46cc6fc4875e69a81c0d2b3f38ff585f0a4c4eb

Observation ede84050-6e70-40b9-a9ee-c815367e16f9 · outbound

This paper cites Cognitive Psychology , volume=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Cognitive Psychology , volume=

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.984890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.984890Z digest=sha256:3db35ce602115808ca0ae77383389cc86c3c7d3c98da9e26cc024c17be01b599

Observation 4246aef6-79a7-495a-a1e8-926f11a1a24e · outbound

This paper cites , author=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures , author=

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.989679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.989679Z digest=sha256:20772a61ac83c3347f75b8da43f5d8aaf21db0bbbb4a841346586d2754ac18a4

Observation f7fa2b43-6326-4493-9f4f-b77509f84d36 · outbound

This paper cites Syntax and Semantics , volume=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Syntax and Semantics , volume=

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.994747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.994747Z digest=sha256:9fd33e5b98f7aa4065909df05618250052fc8ee7351ed32f12d13346ab928799

Observation e81f3c55-98b7-49af-bb11-bbffad98cbc1 · outbound

This paper cites Proceedings of the International Conference on Learning Representations (ICLR) , year=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Proceedings of the International Conference on Learning Representations (ICLR) , year=

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:26.999469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.999469Z digest=sha256:9d4e700fa9acca9bf78ea9f6946efa4c56812674e75e0c41728f2fa6eb426d67

Observation 557e0544-948f-48a7-8849-c01432390cc1 · outbound

This paper cites Proceedings of ICLR Workshop , year=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Proceedings of ICLR Workshop , year=

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.004859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.004859Z digest=sha256:56dd837729cdb82024cde4b43afee690cead49eda13f147c5735bb417068246e

Observation af855895-0dd9-4270-882c-4f6b55a12ede · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.009923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.009923Z digest=sha256:2a0a2fef4287797114dc93472986ab88321eaf887b9cfd8ef2c51a875b2a9c7b

Observation c33cf993-4a92-4f42-865d-0dc489fbd20b · outbound

This paper cites 2022 , doi =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2022 , doi =

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.015648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.015648Z digest=sha256:0d1f2edc7c45ebdd329cffcc4a9ea512d27d49e5ac09eada6c299f1c1da16bfe

Observation 1488c75f-8c3e-424a-a3dc-11cadc5688f6 · outbound

This paper cites 2023 , doi=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2023 , doi=

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.020485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.020485Z digest=sha256:0286fe6edc88d43728744a7a59b8081282178ff2f1d9ae295a3208582b9845bc

Observation 21240a2a-ca83-42a5-acd8-79b2b05e817e · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.026982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.026982Z digest=sha256:5b8e4727292ea17edbc49b31f96b39022d48c148e45b302e6397861c2d767f78

Observation 81a3ff8b-e4f1-4573-b6f7-a8e67e698874 · outbound

This paper cites Proceedings of the 2018 conference on Empirical Methods in Natural Language Processing (EMNLP) , publisher=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Proceedings of the 2018 conference on Empirical Methods in Natural Language Processing (EMNLP) , publisher=

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.033865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.033865Z digest=sha256:4495830ed68161bc2e3e34b52e55163450f72add2bfe16f3351be284c2f076b7

Observation 773b40ac-a01e-48f3-9953-3ada24fefa08 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year=

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.870501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.038920Z digest=sha256:9cb527bed561551e0953e7fd633777b7ef11ba4a28841e8537796a1bd60ec821

Observation 53dd93a3-8a04-41c8-802f-7523dcef96ff · outbound

This paper cites 2024 , doi=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2024 , doi=

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.854753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.044454Z digest=sha256:06629a928236c4c6fa010ed9535e8c3d3059b592cde9faaa77260e931049a1ba

Observation dd03946e-92fa-4435-940d-a6df87896bf9 · outbound

This paper cites Aligning Large Multimodal Models with Factually Augmented.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Aligning Large Multimodal Models with Factually Augmented

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.839575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.049799Z digest=sha256:804f2fdc4d978102f88c05e964287608301b5cdbeaf0b8af97d17dc2a20547ff

Observation 58687bf9-6196-4b43-983c-70463a00471f · outbound

This paper cites Hallucination of Multimodal Large Language Models: A Survey.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Hallucination of Multimodal Large Language Models: A Survey

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.055153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.055153Z digest=sha256:ffdf42488356f6bb592ca2bc828cad02a4d5fbe9ed63f44f6290489bf05a4177

Observation c37aba54-d8b7-4857-a4f7-379a22c691e4 · outbound

This paper cites Multidimensional Quality Metrics (.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Multidimensional Quality Metrics (

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.823760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.060972Z digest=sha256:a6ef5e7fe9619130143226289228ea56daf9e6c4eefd8bca96ba64fc3333fdfc

Observation f77e985b-6742-4b0b-a8a8-c1cb6bfd52ee · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Transactions of the Association for Computational Linguistics , volume =

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.807803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.065834Z digest=sha256:1c1ff58faf27c2bbde32d58bb4bf332e6cf6990080b855e0b8aadeba2a2c8f26

Observation 46a98b1d-fd77-4023-bc75-6c9d4c1aa9cd · outbound

This paper cites and Zhang, Hao and Gonzalez, Joseph E.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures and Zhang, Hao and Gonzalez, Joseph E

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.792203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.070824Z digest=sha256:20de5bfce76c8c7d125ed414f39d4b379f888111b714cc2aeaf9b369bcfed4c2

Observation a86137ce-f35a-4f51-8a6a-beac4d3829c9 · outbound

This paper cites 2025 , month = feb, howpublished =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , month = feb, howpublished =

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.776950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.075895Z digest=sha256:068874078ca556795470b9811d8b3d3376e1b546f937ba21f93cb9718ff362a3

Observation b60ee24b-9e70-4ecd-b51d-e82cba7f77b5 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:06:28.761559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.080840Z digest=sha256:b2ceb5915205f3028cff17042a1c37f1021af7a8b0959b83780a1c0eeb5506c0

Observation 2099f1cc-6ad6-4367-8a8a-b10e38cbf908 · outbound

This paper cites 2026 , howpublished =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2026 , howpublished =

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.745819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.085621Z digest=sha256:a4c1d7086c6c7011398d291792b1ecaa59b9253ced6c9c4d09de0e2bd07071c3

Observation 547a8d75-d980-4d13-b0f1-3398ef020e8c · outbound

This paper cites 2026 , month = mar, howpublished =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2026 , month = mar, howpublished =

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.729912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.091386Z digest=sha256:bec858ec989cdf3025e13d3ce3784877ea9854bbe99523b43ade62e874175d96

Observation 1ca3b9e7-8cb1-4069-8d8b-c8fbf3b62f59 · outbound

This paper cites 2024 , month = dec, howpublished =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2024 , month = dec, howpublished =

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.714036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.096375Z digest=sha256:521aad1bab29510971b8fa53f1a21c8f55e3cbdd80ff97d385d777947b10ad13

Observation 7ad8f59f-cecb-4781-9982-87bda0145483 · outbound

This paper cites , title =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures , title =

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.697560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.101101Z digest=sha256:3126965fa52fc00c8f03b59769e5d4f32549505e74494f5120d51d34383b92ca

Observation 144878d7-3b75-472f-afe6-a32a3359bbef · outbound

This paper cites 2024 , month = nov, howpublished =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2024 , month = nov, howpublished =

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.681073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.105236Z digest=sha256:a413e3e187849cb79da5e5b3b8841bbbbba4ae166e3de4e67129278cf4a534ae

Observation b1cc72ec-9536-4ba7-b87b-cc4270ce29bc · outbound

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

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Advances in Neural Information Processing Systems , volume=

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.665900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.109690Z digest=sha256:53fc1432123556200ae2b51d6a1ed862d01f4dcdfcbea2eb137abaa8b8a1aedf

Observation 10dff0a9-3343-4d3c-a70b-013f9ede113e · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:06:28.650981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.114644Z digest=sha256:c7a4ffc0860a8ded7d8872cf8583a7046ed894603639992f43c73071eb4f72bc

Observation ef96fb35-1ee7-47f8-87a2-32ce09f8c35e · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:06:28.635985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.119830Z digest=sha256:f0aa2bec0f78b7423914a09935123618e00e179ca5c8f4e10ab2abfc46cf6d7e

Observation 73dc498e-c4a5-423a-bd2d-4c91ef2c8909 · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.124651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.124651Z digest=sha256:9fd9f7c099c5fdc2a73487ec0d6e45b38b97a9cbdb3d76bdde6e869f301a4655

Observation 99a5910f-c66f-4e98-a090-bd77136c197b · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:06:28.610467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.129664Z digest=sha256:1cc98b366fc23a18bda10d1b772e88dea544e2b7521479f963510c627445906e

Observation c5ca1789-c299-440e-abbe-32f1d11ba180 · outbound

This paper cites 2025 , doi =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , doi =

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.596213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.135189Z digest=sha256:88298a8315c2d62069cf1f783957fe24a816aa45379bc2f4437856b2345ef8e2

Observation 5f94621a-daf0-42f1-8329-8d2ce654c76d · outbound

This paper cites 2025 , publisher=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , publisher=

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.581845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.140675Z digest=sha256:6ed3cf74e0784178f3834ea272484407b805251f98aed9b7bafd806abef0a76a

Observation 64431fc0-67e4-45ef-ba34-954611c8ef9e · outbound

This paper cites 2025 , doi=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , doi=

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.566486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.145789Z digest=sha256:924295d1210f99b570688632dde762f3e5c0bac60b643d532abd871031ee6a0b

Observation 0449e65a-f059-4561-ace5-ba9cf29decef · outbound

This paper cites an unresolved cited work.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:06:28.551042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.152401Z digest=sha256:3dc40e48b3e10573660a41b7af9bf089fd11152110923172334ba9c518c600ce

Observation b987afd4-aee3-47f5-9a4c-8b116a660587 · outbound

This paper cites 2025 , doi =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 , doi =

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.535441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.157006Z digest=sha256:d55ac20cbfd84de6d53e81da0ac832904ab492a8a0de89f2e5a2fd7dc423a200

Observation ab6ebd4b-1e6c-4195-b62c-e8753c1b0126 · outbound

This paper cites CHAOS: Chart Analysis with Outlier Samples.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures CHAOS: Chart Analysis with Outlier Samples

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.161659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.161659Z digest=sha256:8b1718ff61e31ee554725910a3588f5feb4c35474f186372d2733275888c6dd5

Observation 44c2fd47-bbd8-4f13-965d-85d5b3c0cc0e · outbound

This paper cites Losing the Plot: How.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Losing the Plot: How

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.519987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.166808Z digest=sha256:46b2ba5a45235e173fee69334c226eac93acb45603da514e7cca1c63b28279a7

Observation 48c079fa-56ce-46af-a01f-a0ea671152c0 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics , volume=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics , volume=

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.504426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.172435Z digest=sha256:d0d0c27794fb91a86024b7beca5c1d777ddc0bfbff19064ef3bf351426b37f20

Observation ae9b01ee-cd9a-4525-a7c7-0366b16fbb03 · outbound

This paper cites 2025 IEEE Visualization and Visual Analytics (VIS) , pages=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2025 IEEE Visualization and Visual Analytics (VIS) , pages=

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.487835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.176884Z digest=sha256:c35f4bb3937db1ac0a5f8daf68e974e49695b3f343821c3a1f9f836a21075cc8

Observation d2f9be00-37a4-46a7-87c8-82d7dc1b6d01 · outbound

This paper cites 2024 , eprint =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures 2024 , eprint =

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.472780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.181678Z digest=sha256:f0b55babeb8426757784f42b5aa86bd70c3ebafc505bf073e7e8ae996f65957e

Observation b57c788b-6f70-47ce-b532-58ef9a70aa69 · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Transactions of the Association for Computational Linguistics , volume=

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.457893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.186183Z digest=sha256:6e1a4081c1ed6369ea5adafb6bbcece3e790d1fb0d650f3ced99264979171734

Observation 4944634c-3900-4806-926a-53e1aa0c1436 · outbound

This paper cites Measuring short-form factuality in large language models.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Measuring short-form factuality in large language models

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.192493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.192493Z digest=sha256:0e027372dd6bdecbc2c502731bf24058bde334cba7662bdde29bdcfa64ef3235

Observation 089d9de7-c8e6-49ac-a877-9d8584c16b5d · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages=.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Findings of the Association for Computational Linguistics: ACL 2024 , pages=

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.442744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.197187Z digest=sha256:2484ab3950549fd004b0613420168284924d2fda913502f6bd8ca702bce441c4

Observation 499d3e21-8a4c-4f19-a864-1312c00c3281 · outbound

This paper cites and Lin, Joanna and Zhou, Anson and Xu, Sonnet and Bikia, Vasiliki and Daneshjou, Roxana and Koyejo, Sanmi , booktitle =.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures and Lin, Joanna and Zhou, Anson and Xu, Sonnet and Bikia, Vasiliki and Daneshjou, Roxana and Koyejo, Sanmi , booktitle =

Reference 102

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:06:28.427983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.201562Z digest=sha256:a3edc28043ef1d9da77698ba844fcbe59ba4bc3bfbfd5340726ab140eeed180d

Observation 47dc6d66-757a-4566-9387-cff78039a50f · outbound

This paper cites Language Models (Mostly) Know What They Know.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Language Models (Mostly) Know What They Know

Reference 103

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.206509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.206509Z digest=sha256:68522b1ea8004aa3e4e44b0b2657b349c2f84c1d373859fe48b99a84218c6404

Observation 823839a5-e45b-4e9e-a97b-4968bc1fd3a2 · outbound

This paper cites Computing.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures Computing

Reference 104

Resolution
unresolved
no resolver link, observed 2026-08-14T15:06:27.211196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:27.211196Z digest=sha256:6fabd77ac614ce55718c27ec5d124fe9ddf3720b873235a91cddfafd21f033ad

Pith citing papers

No inbound Pith citation observations are available.