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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 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
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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:fe0c8efd5636d5629e0c16c89f2ad88ec8e23ff035bd83623efda5f1ce2540e0

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=sha256:3979dd5403c8bd3f191fc65eef5a3acb72eb122cb27248669237cb9d7c52362d

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.693276Z digest=sha256:cc4ed5a2b6cecbe74ebfcd38a2752628dc4c83f6afaba4a7ae775fd986ba9e5a

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.698807Z digest=sha256:e35ee16cf6730d3d2f8d3d6a84ac6eef3171684d67255491ce733af6be6a504f

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.704075Z digest=sha256:821f6bbd24ca5fa08f7208d9cb59a599dd28c7ef728113cd68a2ae1cedb53293

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:a406dae9fe1072547d70826a7ac8c3ab140a4336cbade5c2842c44afbe73f003

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:cdbf278556498526a4a3b1178a193f5b0b67a62a69d2655ab0c768bf102fd27a

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=sha256:1f2f0eea7d6992d58b57e59a487ed1b533991d240aad25e5736f474aaad13016

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.724473Z digest=sha256:bab84240d400849c14ae88e7ef871a6961063d22c05276fa4f7ab8456ba59d8c

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=sha256:26b02511db5bf6dae9723b156637df9d4ca18fa587441e176f5c03cb3b3087d2

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.741462Z digest=sha256:2fb5599dad9dabea821b2fc2f8872111162f4374ff8f476185361bee1d6aed42

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.746008Z digest=sha256:ba39975eac72f3aded4f8ca2ee0e9f99d23dfbe744feb12fb10d9c7b2cc55c50

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.752756Z digest=sha256:d94ec7e871bd0cedb6e40dc38236af213a74cd45f1020871d7411d21581395b2

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=sha256:717009ef9293db0b0d269c5ffd9e6d5ab2e77a91f5460bdd2b0c7c4b836e5326

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:bb3958645ca7c113e954e67274998d02019bca3438f7b4c28a03c0c02229a8b2

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.768204Z digest=sha256:532ab8f9cc0717a6b86f1d9593755882ab05cdd0aa97f6f3c0e27ba0d1dc0dfd

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

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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=sha256:5ae2718107a634eb5c5d22b7e232966f253544dba76e0c1103aa17e51bfc9e73

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.778874Z digest=sha256:a06218252b85595214979f43f81b846f9f934c03c7134fae1ad52ad3a049b137

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.783904Z digest=sha256:3ced4f6942e37954939caecc2c6814afbb491e81db98081564e84d8723e56fc8

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=sha256:25201203688389695c5f2b0c3a73745563f6f7d216ef7aa0da5a7a564b85cda3

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:b9a46596255462be4d9e64f6502b8276c2a32b05f1ae80ac78859d535cb650a5

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=sha256:136c2f4cd9f274908f199e07207b29b8ff231b5fb013bfb6e807be0c3769311e

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.805007Z digest=sha256:1153090b5e06704e3723105a78102762788ed0d5045acd6dd5702aa65606b748

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.811979Z digest=sha256:1764bcd58fdba39de216067efd13bab5c39a0279c90d0b41f59223d80d068ef1

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.817003Z digest=sha256:7a3f07a8ac9c9369b869d4ebd011ea9f80a0770fe356503d57aa93888fadb42c

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
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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=sha256:750b1a6b529316ad67b46e36e1c0b887ce85f3a16ba08a1507b11758390268ad

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:fb48d012327c134171824c57786074e3c42ccd4262b5f5e10626c35a37d6fbc0

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=sha256:0e06a2e95ccd8ba432586834198542f674a74ae07d3de78cbe781bd310d2150a

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=sha256:64e2e1b5fddb78bbda5ac463cfbf1261ea482af7ae21bae8f867e78b37cbd6a5

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.848399Z digest=sha256:f5f311369eddd79400f16b40050a2866b11b17ae06ad09ada8581e509012b196

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=sha256:892be50f74b699bfc58aaeba5ea7604ff3ae2ae2df6b49fd8c71956e41e6a4f3

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=sha256:0ff18d665fd64802306c5b159b815455aceba523215b37853909e45de084b565

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=sha256:20e981c9217910976a9fd6354c0c532d96368a4ef23b12fdb129e16bcdce7ad0

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.869251Z digest=sha256:985dd5af39dccc3ea61c5a8adf2e24aaf43944d37a3b9fc14526203ff30ab30c

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=sha256:4d7082a0be2af0a81c7f9c4877c49f49d5df085f8c28c390cc9bb916899e390a

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.880417Z digest=sha256:c7cffa7ab70a401b3918445f4a53fdbfbec736c9d77618ec430f3b6b6764a0e1

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.885305Z digest=sha256:0ca136be69f47a3c960b763e7ad98aaf531c924022191715de8d13552935e1a9

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.891273Z digest=sha256:978fb5a7ffbb75ef4768540c88494b5828c21a3fe404252cac20e61264c1d6e0

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T15:06:26.896918Z digest=sha256:8535287ad3f2da35cd74fc03da514dd8c620151156d36ce3d6a280b2592347df

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=sha256:15ba990753c81826fcb4691d90b7937eaada6d666c22e83513f738823701db15

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=sha256:46b49611bfd0cbb3eeb2cd499c452dc1635931b892c1cb8f27333aac69845c80

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=sha256:3d03f7855e9f294182e8ce41744874693652bb38eb47f235d643cd6ed16e56d1

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=sha256:44ed015077388dcfd16f64f570e2da54ffc340c918ca331f0eab01da6d7a9d7b

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:c256778c5179bbee9762ad1e829f898c4846c2b679485c7b2e70bd082d9832ff

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=sha256:0cb9b26895638c7b45f91635f28fbcd9c3669d231384959f3185f345981cb406

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:ebc6c721fab2090a5cdcfc5787ee61cfd792b7e900512fbd77b69582f748708a

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=sha256:1446765a239a0111b618dc9c12d23fa11423ba5498416e66af64e30f2a6deee5

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=sha256:82b32ace9c8adfa63a4ee184322df19f0964a1cdb69467d0a094d71c1c093063

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=sha256:0d8bdfc644e213b4ea350a4d2f2a09b78bcb07fa6096afa1562e5ca5dfa3ebe3

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=sha256:678f3344cbc66fbec1b4fef386e4db2edc7f3a91fcaf814932e8e1f7433cc355

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=sha256:197e8a32bab63362e263ddeaabfe4d02b464795a7c7f5397f88d7f36eedad105

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=sha256:2b0cff20f8fc10a98657c75dc39979fbca116a70f0730af90b62e4488fbf2ea7

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:a4c0163718faa1a4fb126b7c249a32487722b80e3b42966463da0d3d42196d6e

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:a59505e835e173afaff7ccd4d6b4c1fcbca6983eea6c1cd15c6d336323667a41

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:fe4cba68dea83e3a06ae8b371e3c8609014f2a434890aff242642dc174860a8e

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=sha256:7100fefa8850a6dd16e742c6f8b4e6cc3b3058d4c26ee251fe755bc921dc311e

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:cd3744dba0c0644482d8c9f455345a4fbe11ffe126de4b37c861d85f32760a0c

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:c1d8aeec069d83e07b0644ee4d60230335e915580c8ac4a65ee68d7a6816f1e6

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=sha256:48cb6b3536806b874a71c577db0ed5384940255bde5b3407e22aa2d74a4addf9

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=sha256:13c79b6655efcbac807bd6196845a0c7a6fc99a05d73e128cda7a76720d12237

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:d9c72d254144b84c9c63fed62b887688ed2b36e36bdfa40fd8d0d099b982fd30

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:fad6637b6c4858479f15cd9b1c6ba3180276ead0da7c3a1bb2e5acf2a42b6915

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=sha256:97e80deb2f064be636d76432f33fcfd13b0c05dfba798535acaa2d5d5ec22649

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:aae0f1e42de06a44a48b0f9016196cc07a0e19bc40ca61ae85eacefabd7faf36

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:cd9c4f46c07e43b3f577558c5f351691e28b4df9b1ad8a355add27615e5788dd

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=sha256:359ad25ecbdc189a7a2875a9e6697e91265776918e807883d3f9d9be469d8d9c

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:f38b36352008213993891d0e60b83af393d678ac8253d06401ee2b64b148bd24

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:ef95d04b50a4a48574689eba4b1eac5f0c4b08c94a1a0dc20ebf15573ac0b1cd

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=sha256:9728d0d1bcd3a08cbfb91c446aa14a52c76a28b1a95104932ec0cb5764a7cde2

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=sha256:0040aff0281c0d1fb15a6b999f8e62e9bf5f9ada40f7b348d07a54e273dc0921

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:fec32518bc79f66737bcc5fc0958f4a1e40ed9e3a9bb0c8b2e53458c101c9491

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=sha256:2b5c6b6ce48e230f6fa8977ce4be1503cc07ed66fc993300d099ef60c1f48bac

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=sha256:3bee274bb0aa6a1a5d88436a4c4016c10d9fcd5d0ae25ad16b6dbbcb5f89e8e5

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:b9a6d0967ca8edbacdf72bf1b9181feb5aee637be57e3ce0fd64080133a42b76

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=sha256:869ac3bc47729f516f2a126420a67b050918855b7b59fe14b371a9447e8455a9

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=sha256:63c2f25c738ac53d607b4d2709540da0c8c54752e5497634b159da10d4313c5c

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:d1f7e76658690f0ff3dadd4b9dfbc21014e6213b83135679ee984132d2ba8082

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=sha256:96815dbb2c6287545812324eff73e3a83541baa1fb211fce926ca6d13f6d4ffb

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=sha256:8a5e5517f7bd6af34eaab8e7356c71dd693856c5f5d7f01098c159efb54bfbe2

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=sha256:582fec995c6e7edf6c526e032cd12bc1084711c554597c0ab228ddefdd45fa52

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=sha256:7e5b0199e4e518dd05e1a719f0e36699ebc7398d48a44304ae241c012b1ca19f

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=sha256:4c30dfebf1d9847921b3f088321a956be30a55146486ebf77d0406dd2fea3bf7

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:c4a8576b4fc183f5aac850d5feb28ccae1a325c687f7f981fdb09e916ea48d07

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:de8ed2ffd6fbe1df9ddee89b12306156035dce20b6d8172b34e02943f89ebccb

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=sha256:0bde92a6a0e5ad6226bba3da30053861421cce04cfa17eae0b3533aba14e8cba

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:d11f13b27af5f5be36ad1e5d4ffbbeee7618efe6c13c96686da1273f1826011a

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:ff164904791fb3a01817c4522d3e2ba773e7e4cb50e0feaae49b04d37b902bf6

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:aeeb5b8ce5c993d86fd94419faa9c07f080bda4861f320f95b10799ed808be61

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=sha256:7b1da653789d2f0868290de09f21273c10e3d3ba23fe290b47e2da6097c5c65c

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=sha256:164813e5d07bfe4e0fcaeb1d390726c8caa86c25137a16ca67615a9e468eeb89

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=sha256:984623c30dd4ce348a3cd4ebca92aa7765a83fbdbd481551a3219d235e13025a

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=sha256:42c0e28d5f0bcfe0253f67ac8a1c2be8218a9de6c1052280ac909d4199f49b08

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=sha256:4f4fc114731a219cad05ffbed18044f450b98d08cfdb0d8d22982de937f16cfb

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:b7785a7ab761fb59051900f888ca428144e20ec26fdb363bef7b11422a31353a

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:acb8962a3855ceea197e1c260807b074cd10aaa43d9361e1d1143755399021b0

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:cd332ca823e3ea090105fcb22ac9c6081ad9165d30808b85093e366a139152b6

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=sha256:1aacbdd13ad9420c8f20a3f160a99234c643e7a021aac907dc20bcfb349cc6cf

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=sha256:20b6ecbaf8648d987d45d03a61d5ca1e3ded8455d550eba4bcd11fa35054ae62

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=sha256:9a628507634475982afb886f96f26ccce9136d4963155399f218998dd83640b0

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:a615b3c2528b6a91a414b382ceb1b63d876f8e5b3dc203471c8f298bed1caae9

Pith citing papers

No inbound Pith citation observations are available.