Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2504.07934.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T00:36:01.053166Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T16:29:57.248099Z
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 884e815e-c5c4-4874-8ba5-349dc1358242 · inbound
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles cites this paper.
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T06:59:03.299659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b95d8041-f1e2-4f76-a90b-ab6dbf56b8f8 · inbound
Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs cites this paper.
Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T05:35:13.201395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5a912158-fb1e-4d4a-a7ea-2af8962ac3b9 · inbound
R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO cites this paper.
R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:01:38.528553Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 967f09ed-0582-4c9f-8691-c1c707ee491e · 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 SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:31:17.317950Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a8b3ec2-4343-4921-9602-85df3d133902 · inbound
Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning cites this paper.
Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:12:05.877103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2522fcd-2a76-43c9-970d-72cd89da76a5 · inbound
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models cites this paper.
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:51:35.404157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39f7e458-7dd4-4b3b-9084-63c8f4085552 · inbound
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start cites this paper.
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:12:57.363121Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9d85935-da37-4c4a-a56d-c37c6088d6a0 · inbound
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding cites this paper.
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:52:04.646937Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04625a6a-c12b-4741-a4d4-b573b244768e · inbound
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis cites this paper.
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:35:47.087104Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73127110-abe6-4cc4-9e98-5bb17a5fec37 · inbound
What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding cites this paper.
What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:52:18.654116Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9559091-c7ca-459c-8da7-146301ceae8d · inbound
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs cites this paper.
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:40:11.821726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa107860-b77c-457c-bd26-239bb6829ccf · inbound
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning cites this paper.
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:10:22.226382Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 305f264d-089d-4270-bb78-93469a4b5cfe · inbound
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning cites this paper.
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:35:16.945350Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f055fe9b-4553-40eb-bc57-d58d410b375a · inbound
MathReal: We Keep It Real! A Real Scene Benchmark for Evaluating Math Reasoning in Multimodal Large Language Models cites this paper.
MathReal: We Keep It Real! A Real Scene Benchmark for Evaluating Math Reasoning in Multimodal Large Language Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:03:10.133767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47e2937b-eda5-4503-9d59-4ba53a5bd6b7 · inbound
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model cites this paper.
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:24:39.870088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e60e136a-4e8a-40ab-bd9b-f467fdabf639 · inbound
Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models cites this paper.
Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:15:57.524813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 588ea2e5-6f30-46fa-9f66-4532d18477e5 · inbound
DeepEyesV2: Toward Agentic Multimodal Model cites this paper.
DeepEyesV2: Toward Agentic Multimodal Model SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T05:32:29.455296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1478b99e-35d9-45ef-b481-a9237ec9ca09 · inbound
Learning Self-Correction in Vision-Language Models via Rollout Augmentation cites this paper.
Learning Self-Correction in Vision-Language Models via Rollout Augmentation SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:21:13.921539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2d32b3c-dea8-4a39-80a6-782201174bce · inbound
ReMoT: Reinforcement Learning with Motion Contrast Triplets cites this paper.
ReMoT: Reinforcement Learning with Motion Contrast Triplets SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 106
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:58:27.284572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c71b368f-6819-4534-9280-31d87dd2d01d · inbound
Deeper Thought, Weaker Aim: Understanding and Mitigating Perceptual Impairment during Reasoning in Multimodal Large Language Models cites this paper.
Deeper Thought, Weaker Aim: Understanding and Mitigating Perceptual Impairment during Reasoning in Multimodal Large Language Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:00:04.251113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9d1ad665-f26d-4244-bee5-b3d8153020c9 · inbound
Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models cites this paper.
Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T20:53:16.231096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 70b3a7de-b31a-4d89-aa60-a6bcf3c4d78d · inbound
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models cites this paper.
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T00:20:53.915067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a1e423e2-ed19-4823-9544-cf39f1c1b1e9 · inbound
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 81
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:25:59.078095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a02e4845-b209-41b1-9f77-774585094b34 · inbound
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T22:48:45.647588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a9263d9-5e58-49e1-970e-4bfcfa85a00d · inbound
DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents cites this paper.
DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 74
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:41:01.163336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4bbacae6-4a7b-4f3b-aaeb-2cb579d8f937 · inbound
SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models cites this paper.
SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:36:08.856150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f693a19e-16f1-44d6-b921-05860080a572 · inbound
Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding cites this paper.
Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 91
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T14:16:06.142584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 06990ab1-b734-4eab-9a9e-73a7c6db852f · inbound
Building a Precise Video Language with Human-AI Oversight cites this paper.
Building a Precise Video Language with Human-AI Oversight SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:46:04.410651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 39021625-41ec-4258-b314-47fc36e33e18 · inbound
CGC: Compositional Grounded Contrast for Fine-Grained Multi-Image Understanding cites this paper.
CGC: Compositional Grounded Contrast for Fine-Grained Multi-Image Understanding SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:16:08.355431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d3f0cc98-2210-40c5-8975-c22e86850d8b · inbound
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 79
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:01:22.419357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7e640e53-610c-4f6a-bfda-62784bf90ac2 · inbound
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 79
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T01:50:51.588858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation df048a35-a7fe-4496-b6f0-40e77bff5d6d · inbound
Perceptual Flow Network for Visually Grounded Reasoning cites this paper.
Perceptual Flow Network for Visually Grounded Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:15:38.894927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4d5b7c2b-cedb-443c-8a5a-f1b444c17e44 · inbound
CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning cites this paper.
CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T21:13:44.763007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f7bfaa8b-890e-4b97-96d6-22cb3912dfb7 · inbound
Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning cites this paper.
Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 46
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T06:18:05.253285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 69a5d072-97fc-4bbb-8a42-0a05eb72b807 · inbound
Learning Spatiotemporal Sensitivity in Video LLMs via Counterfactual Reinforcement Learning cites this paper.
Learning Spatiotemporal Sensitivity in Video LLMs via Counterfactual Reinforcement Learning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T07:46:14.794643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fd0d599e-858d-4314-b105-19810a7dee72 · inbound
AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution cites this paper.
AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T00:14:04.632391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 76f19e51-4722-4db9-b7e5-7bdd6e629898 · inbound
Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots cites this paper.
Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T07:26:46.252644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 054e8c7e-f438-48cc-b2d1-32f7f80c9388 · inbound
DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning cites this paper.
DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:47:23.075925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d864721f-d0b0-4ffc-b656-4f7331d7ed9a · inbound
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct cites this paper.
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T10:39:46.112526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 38cde0c3-4f48-4539-a80e-1b65579130f1 · inbound
Latent Visual States for Efficient Multimodal Reasoning cites this paper.
Latent Visual States for Efficient Multimodal Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T16:29:57.249633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6a07455b-2c78-496e-a08d-1d641ba59446 · inbound
No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs cites this paper.
No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 70
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T10:25:41.282559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bf766f73-9c7e-47ba-8f1b-5d285e2986d9 · inbound
Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning cites this paper.
Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T11:47:27.535628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b90d450a-95dd-4a70-accb-41ccb8724fa9 · inbound
Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach cites this paper.
Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:40:44.227213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21dea8d1-a349-4d73-afc9-6085a711eb7e · inbound
Multi-Branch Policy Optimization for Multimodal Large Language Models cites this paper.
Multi-Branch Policy Optimization for Multimodal Large Language Models SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:36:01.053166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.