Paper Citation Record · LEDGER

OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2503.16081.

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

pith.paper-citation-record.v1
2503.16081 v2

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 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:57:18.965457Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:57:41.656561Z

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 36508b16-20ef-42ec-b01a-99d42dde1a24 · 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 OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:57:18.965457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3910a72-5d91-4557-a04a-c20eb630374f · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:19.441841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fc15cf8-7aa9-4a9e-8c30-3b2432984ada · inbound

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning cites this paper.

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T05:27:05.152302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f5e4e9e-3093-48d0-a5bb-64c12784dc1d · inbound

APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization cites this paper.

APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:29:28.079295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c639ba-576c-4690-96aa-5dc51cf17fac · inbound

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning cites this paper.

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T11:35:13.696453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a24beea-1ce0-404b-bbd9-cd74e4475ab6 · 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 OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T20:57:30.760415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2748ea3d-c866-4feb-b8d8-16d190a6e93f · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 158

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.658029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97e23665-4561-410a-b5b6-79dc273cbb6a · 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 OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Reference 248

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.