Paper Citation Record · LEDGER

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2405.16919.

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

pith.paper-citation-record.v1
2405.16919 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:53:22.323235Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:09:55.106687Z

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 4f1502bd-9178-44d1-928a-fb4d474499b0 · inbound

Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models cites this paper.

Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:22.323235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b12abdce-19e9-43f0-a505-f5a8ec5685b6 · inbound

Grounded Reinforcement Learning for Visual Reasoning cites this paper.

Grounded Reinforcement Learning for Visual Reasoning VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-22T01:05:51.907355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da18befe-f9d2-4dc4-933e-62124fd12f8a · inbound

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought cites this paper.

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:22.824876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f27d10-92d2-4000-9c11-92909d519264 · inbound

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking cites this paper.

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:12.887272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494333cc-0eec-4838-ba19-b8d7b4637278 · inbound

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning cites this paper.

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:36:25.203478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 797ee666-b023-4f7c-904d-efcb5b9a59d9 · inbound

VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning cites this paper.

VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T20:57:30.128701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80796cc7-a4cd-4940-9357-9325f59b9239 · inbound

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models cites this paper.

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 134

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:09:55.108783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 43b82e8c-80c8-445a-b587-b81b0cf81c88 · inbound

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception cites this paper.

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 212

Resolution: unresolved; no resolver link, observed 2026-07-12T04:17:40.198357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.