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Paper Citation Record · LEDGER

VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.11557.

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

pith.paper-citation-record.v1
2503.11557 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:47:45.578765Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:07:15.457355Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 718017ec-4abe-4d7e-b368-34f1cbed5cca · inbound

IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests cites this paper.

IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T20:47:45.578765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:47:45.578765Z digest=sha256:6973f79809482de2fffe2ce73539306193c67283a5389465272d5372a32e6bdb

Observation 2c666a3d-b129-451c-b2ec-7cb264c87102 · inbound

OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning cites this paper.

OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:16.443196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:16.443196Z digest=sha256:8da3e7aa2434d080fee653a712d795fe971908bef40f72d3b1fe762e1459ec82

Observation cc6d883d-c664-4434-ba4b-aeca9bc13c0f · inbound

Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT cites this paper.

Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:20.262944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:20.262944Z digest=sha256:d9fa9772738af8cd03d487ad007c8e349f1c96f1d94be36c22ff9824d8e60801

Observation c11f8597-e8aa-45a8-80e9-786d4bcb4011 · inbound

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs cites this paper.

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:07:15.458949Z

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=pdf_text observed=2026-05-19T11:03:59.222849Z digest=sha256:aa77827226fcd817d6acd7863229369aa0b0f6a78bf2002a2cef4253ef262358

Observation a658caad-db84-460c-bd9b-363dcffe015d · inbound

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos cites this paper.

LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-31T00:41:42.065931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:41:42.065931Z digest=sha256:63420c9f0c04b69a5fabc54ef6c5e1a0e4bdf08f3a6e91ee69a72788d5a7aaca