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Paper Citation Record · LEDGER

Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2504.06606.

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

pith.paper-citation-record.v1
2504.06606 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 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:27:49.827346Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T18:00:26.929675Z

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 cdaeaf76-f5ee-4ca1-9485-b665ec98a63e · inbound

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning cites this paper.

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:27:49.827346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:27:49.827346Z digest=sha256:a6d1d8cf66da04e9387c82577b0ea78c36f339aa8a6fe46a8a8ef329eab0b296

Observation 87f573ed-96f7-49dc-b444-396ddc047ac6 · inbound

Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark cites this paper.

Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:05:19.291846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:05:19.291846Z digest=sha256:40944f8d8052e7602009a4458a173d445986fdab259531e5a420a67c762eb027

Observation 37941295-095e-4a19-ba50-e32226ef34bb · inbound

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities cites this paper.

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:02:29.173944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:02:29.173944Z digest=sha256:817577e8bc3fda7189a720aa92310dc688acabcdf792f346b73a6d27936227b7

Observation 5e2a78c8-16c3-4877-867f-ac7c409d7be8 · inbound

AgroCoT: A Chain-of-Thought Benchmark for Evaluating Reasoning in Vision-Language Models for Agriculture cites this paper.

AgroCoT: A Chain-of-Thought Benchmark for Evaluating Reasoning in Vision-Language Models for Agriculture Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-21T18:00:26.932078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T17:59:42.921867Z digest=sha256:fecde3a22750258f6f2bdce4a2d7ddc0e19b9c335bac4aa0b527441b97c58a72

Observation 03c3fede-6045-4704-863d-b0843e11d9fa · inbound

Visual Preference Optimization with Rubric Rewards cites this paper.

Visual Preference Optimization with Rubric Rewards Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:56:00.714753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T15:45:52.980881Z digest=sha256:a94392af1ae9676f6e751345aa74ae96a698189f6804f9a61d34bace3e82acde