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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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
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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:d4b86ea134ca49f3edd893f8890e924bb5023d5ecbfef83e17e974bb1dcfc2fb

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.687874Z digest=sha256:98848f056d7bc801e3c4089a7169b28c75d380e2c0a8ef703734778ffea4e9fe

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

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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=sha256:90f356d28936682eb18df766bc9f85821233915dd85a64741bb2ca152a82c9ef

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

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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=sha256:78751000933dc37085d99bbf05c98c73552174f4dacba070597af896cd749923

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

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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=sha256:8d8065fa777a9aa4db5c3acf9352e00b66181322e3900576e990dfa46d972f40

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

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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=sha256:2784df2a61585545a87edfd992edb41ed126f8a14aff67399621642dd2c296b1

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

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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=sha256:6afc052e84d462304d797741d126473585c720fdba0e2d956d3f66a57e218420

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

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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=sha256:53cc816e1bf8f3eca80927c0e245dbf78c97cf562d62dcc060a23c6a30b53b3d

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.724473Z digest=sha256:25e976615d94bf670f456881620644a54d123767b460da0dfafc08a5025905cc

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

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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=sha256:68332922a63777916594a1768d4778df3d9a2e88500b0bc40a5d554ee724e6de

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

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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=sha256:84989517c3bb6a11cb2ab82d5f65d47471f551f1b2ceb7d36cf67c60d8bfb4e2

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
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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=sha256:67c7b48f1ab970e86ea7c6f680354d5f4f36664833b9094d24acfbc7c01ab17b

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
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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:d9154ae4aa171008d5afd3380cfbf981accd40ee06428ec1723688a8e4f0ad7e

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
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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=sha256:046547a9b976923805363adbb415bf66029f5d66c2f8bc322dc51116dadfb3fd

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
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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:d0da68cfcd90da994c1824092d1f396a092c2256ae6d9378bf22b96e071be2c0

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=sha256:4aabbec2b3fb42266d1bd4e04f4c9a2fd025fee34a0c37d693ace241502385dc

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.773553Z digest=sha256:e0fdf2d6f48416e74926b6ce956c37f25c16027e160e2f842b894af814d0da5f

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
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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:a23339c4dd6e9966196470ba655e40a38e9d3d6bd3de0b81dfa7bc0fab87cebb

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

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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=sha256:01da9bdb68a1e28a9776de87dc1bbd37cfa210706fb31d2de83edffb867c6069

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.788584Z digest=sha256:6be90a9cbe4dff81d056b175b1f171d36ec5bd6ed4dae0a0afee4b5bf7e38bd2

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
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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=sha256:8d580e91a49724d7a49e6160d10faa0b9be7c662c00f672d62d4361b07cc6cca

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

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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:ec2be782c8be36a55ef7bcfef74a7ed937282a250a1f178af75993db7b61c955

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

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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:fcdb76bd1348311b97be74f1fceafbd49b49d4f35e26d498c4b62e8c9657e672

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

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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=sha256:38562310e854ea714e39a654147f32ef6053fb223eb0827c447be7bda9277c74

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.817003Z digest=sha256:a39c591bcafd6fdc00ffc113b7907205cbd1d888e374d992eb4643ea34e75f31

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

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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=sha256:8420a9e64837a7924b9517d2efa236523473ec4f02c0502c0b272dd5caee3b90

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

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

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source=arxiv_source observed=2026-08-14T15:06:26.827127Z digest=sha256:3f87858fb8f71084ea80637d34a3ce4701f348a70f355fa0a01ed5416ddb5e2c

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.832521Z digest=sha256:1f0c58be69e897c498336906b5c7ccdbd29f8f858c8c23917c446aa0fa6e123f

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.837766Z digest=sha256:aa5d2afb2b328c5a87069375272cde98fa947150d3ef572522e7672fe3b19624

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.848399Z digest=sha256:d7856e04b6b373b3fce6e876b8574d71db696636fc1000d6e333b37b3bd22e72

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.853367Z digest=sha256:e40ae5dc0c54f6792da92727743b37632f8f01a652df810ad14509605018dc6a

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.858455Z digest=sha256:686323e305d0dba8cde1138b34c7753bda120e29dd33b82f9962cca1eba3a96c

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:26.863681Z digest=sha256:c72e39fc908fc09e305ee8bafc200f2634a6f3ed9307de49bdb25781aa81f936

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.869251Z digest=sha256:286aa4dd73e2c7aad90d215d5929a6489f956808623d3d0150862478ba3bfbd1

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

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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=sha256:6ae09e66312ed3e6478987f98ae402de13eae59b6e79b087ac0507f23752de02

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

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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:e088e636d85329c72b1597468bcfb4605c940c068f212ed7f303c1dceed3502e

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.885305Z digest=sha256:6d189988157efa22625b19c282a157ce9e5595b671743330070f9c69d87e4e34

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

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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=sha256:4d5d4fed8298be8e1a222dc8c7dacd29caae52dcefc02ce1e3b634f9226681b5

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.896918Z digest=sha256:0331f2202954153ec1a3164deed8246552234b1bbdbdb7b2dc7b0978dcee6d74

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

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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=sha256:230f41cb549c6e91db8b4b463b1c7db63fe52eda1996a21c940a78a3d16bc16d

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=sha256:457bea0c605a2fe1f18f150282ff7fad32d3c94600b41c4f455b92545b533421

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=sha256:71dc2feb0a89944157e30f402f4f167b4666cedad0945fde7a772f8dedf64cb4

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=sha256:390acde164ba1e665d88cce98651cdabc481b3a44688033bcd6a77f3b03d216a

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=sha256:9a67a43576fe9b1be78da84568d6200b78a0c60eb1320d942129eb28fefe9010

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=sha256:2dabc98630e1d4671d8ef4fd440270888dce5376210ca98f8e45863dd60e4768

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=sha256:99ea6936e377fffe092c108775ddd38c8982f9c6abb4f876a3113af260bfa251

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=sha256:3322f9e454b77d2bf82778017e4ba4ca896bab364f5774c002adf9005bb3e303

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:bec9efcdc86d693b64129f407a652452bcbc1ed170e28fdf7c950f2ffb4b7e4a

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=sha256:1303d16db46e9cd5c8cf6a9783db691f72299b428eab8de9803e05386dbc362f

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=sha256:0f167aecc41baf02c89fd2033254c2d38004b019d1294608964f51595725c35b

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=sha256:79e42001bc8ecad64c22f501db45de97f79e159c77abcbc30ae705e70210b3c6

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:da35cd48d494d4f0724a5b51e8f083cae005dd8dc1355257ac7377ec85c9d28e

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=sha256:77906850de82cc49d895b9441be391114856fae990958f731b6b5d2680e05a57

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=sha256:51b195125f04579ff13fb3c50ebdc5edd69bcf32f0891424881bb480c3b4b53a

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:fd3cdd7dea16857d1f2ddb8605c0702fd196b62f6fae95970932df380aa7d876

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=sha256:1d76ea0a2620afb31a5381a340132092f30cdb56ca312c675853a43bbd7a8e8d

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=sha256:7fc618806f7056b4b38f6dd08fc99a8ebacd3ebe096900e6bc079b5de958f651

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:b7da7f027c289f78180365b94fb4f7f279fa02e5e3aedb471732cecd89d32607

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:c08ec471ad33b64d14cd95a4003a0cf098dddc7388ab34d1e963ccdcad45f325

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:ef8c1d694d6cce594bf1e213c2d232e8aeb16554c7841616fbb0a3303fe32150

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=sha256:51e039f7839c58730ec454ca25ebf02dde702ca94f90449bd329b1291c6c946e

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=sha256:193e03feb08040505a53752b330263263a7375edeafe84f39cdfdae42f8ca427

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:a7e02a0962717ea919d3ff2c46a73cb5de35112c9af33c7ce7f168c641c24a82

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=sha256:0d942f8c3ba12344f2f2beb8a54ec3804e98cf4c17b3086452d747a76ed4590a

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=sha256:64d7cce707f4bc3fdf0a6f3db170f4a4b6eb96e4b8b98d81398d7421d7b373f3

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.038920Z digest=sha256:fc5b5f43f66e9ed7d5b628724116ec83e23aeeacf1e153782640d4707248367a

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.044454Z digest=sha256:1427f495a565d54036abb8a4d4bcd3141149a02de8933c21fb798244dc87642d

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.049799Z digest=sha256:967c1bb87faff97a62277928b5e2b0070690875e1d5645cee6d994a735adacc2

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=sha256:54d9c7b813fc51f8aabe344f5effefca3a707c96da403296d0995d5232bccac4

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.060972Z digest=sha256:cf458487b1ad44c7d5d76d766535c02feedb010c71e0ab42bca8a167f0ce91e9

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.065834Z digest=sha256:79280f6f6cb9090bd6cd0a80a9f055511902bf096b0438bff19b85ed9a8e24d7

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.070824Z digest=sha256:0b05beb9db159e5cbe88b640de0b96d6cc6c3b654484c30a39125e37e6c43953

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.075895Z digest=sha256:3ef62286bb3376bc96e567a97357d5b3d1d84b13091aeb06e2b818f2e93ffcd9

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.080840Z digest=sha256:5e292985862be1620859b2feaab3989a7639d274da69cbd7d7c5003783459df1

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.085621Z digest=sha256:122bc644a3d74bc7cda753ab047924386aff12cd7d3583947dcf1352349cbc04

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.091386Z digest=sha256:7dc02603cf705e2d02d9087f4cddcd0f3ab91a49886256bbf05e3f56f41e4df3

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.096375Z digest=sha256:5023d14c826da622c0172bfe9e301196328b60fdbef42cea59787110203efe83

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.101101Z digest=sha256:d713e2ab67549600b40d0b04d469f45e1981e0b1e58f3e647ba4f9001b9ef075

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.105236Z digest=sha256:9b9efc5b554a38b33897f6c0f88a08800f18c33cd7188adcd28dfd733280eb98

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.109690Z digest=sha256:6f9b10025ca795b8d90a62b6ea23b7dce9cb2b94bfd0f9225aa0c68f6d29e273

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.114644Z digest=sha256:f42d49c94edb186725c3a493f2d1240c22414ab315201ec6261f79da36d7b3e9

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.119830Z digest=sha256:7d2beb98d7ee162214c52de9ff591e445b8844bd3a56bdbc92e5177c834889fe

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=sha256:1d1132b04497e2e4a9cd7ac89b334193a4adc47b0d204f948bf0212465907d0f

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.129664Z digest=sha256:2531774899bacfc517f843c5dd5751b92509bfc470e975cd3def5b370f3a5ed2

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.135189Z digest=sha256:ef455626d321ee6f5c4f636375f0e5adf67b890e79d4bb4803e7d6525ae3676c

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.140675Z digest=sha256:30ae01f116c908f48cf05cbbad1097c4373c88435cd3077b2d94f642f35b030f

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.145789Z digest=sha256:c57cc8c7fd5508ccd5cad08394ecfee3b01e4ce0e018758f81307d896a212610

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.152401Z digest=sha256:e887a24310b7d5e18c2213b2d7b6641be04cc02ab6af68183ba87ddb992e793f

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.157006Z digest=sha256:a3e9e8e0c36eae9db0adfefe2843d525bb028217ba422fc7f6b51f1f29582471

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=sha256:21e61e34d195b3b144b347d5849fe28dcba84b064ae44b49167a9cb279b15d11

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.166808Z digest=sha256:e4785caef32965c3975a7bcf74295a34aa21b0c192d5abe8358178786237a336

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.172435Z digest=sha256:e3bec6e93b52c3885aa4214cf5060fd9a460f750923c2def93a4174d5c7814d8

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.176884Z digest=sha256:94cb14e66524b31320609f21453b0ce27fb0f1c6ac2dcd803354ebd529cd5ce7

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.181678Z digest=sha256:18ceb12a4b360b1539f263fc58fe4e16456dd029e9cff5bba30f017b331586d5

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.186183Z digest=sha256:f1f85c7e308acd24a5e4f67b313febcd8204b62a84734af6f4efe37922e25a56

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=sha256:0bd366bb745cab6ff13f4e579944e7dc43d4493016fb82e5217a2a6c7407b033

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.197187Z digest=sha256:313445323e500b553f259f2040651f46a246a1371ae2b585834bb28af4ce0b48

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T15:06:27.201562Z digest=sha256:d8a227ce19dde41346926217eef94df37b9f0d2bbe388ad6a2d457c382a5ebf9

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:e9cca6e6d93d461817041fb47b814e5b95cc657901d19dd3cc8d6f37be71d850

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=sha256:3ca42751d93e82a2d147876d6a8f778a80fb025ed6bec7a893c291408425b20c

Pith citing papers

No inbound Pith citation observations are available.