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AdaptMMBench: Benchmarking Adaptive Multimodal Reasoning for Mode Selection and Reasoning Process
Arxiv
0+阅读 · 2月10日
Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning
Arxiv
0+阅读 · 2月12日
Multimodal Fact-Level Attribution for Verifiable Reasoning
Arxiv
0+阅读 · 2月12日
Entropy-Guided Data-Efficient Training for Multimodal Reasoning Reward Models
Arxiv
0+阅读 · 2月2日
Seeing Through the Chain: Mitigate Hallucination in Multimodal Reasoning Models via CoT Compression and Contrastive Preference Optimization
Arxiv
0+阅读 · 2月3日
ClueTracer: Question-to-Vision Clue Tracing for Training-Free Hallucination Suppression in Multimodal Reasoning
Arxiv
0+阅读 · 2月2日
Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling
Arxiv
0+阅读 · 2月2日
What MLLMs Learn about When they Learn about Multimodal Reasoning: Perception, Reasoning, or their Integration?
Arxiv
0+阅读 · 2月3日
Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data
Arxiv
0+阅读 · 1月22日
LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning
Arxiv
0+阅读 · 1月15日
V-Zero: Self-Improving Multimodal Reasoning with Zero Annotation
Arxiv
0+阅读 · 1月15日
AStar: Boosting Multimodal Reasoning with Automated Structured Thinking
Arxiv
0+阅读 · 1月21日
Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
Arxiv
0+阅读 · 1月14日
RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation
Arxiv
0+阅读 · 1月19日
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning
Arxiv
0+阅读 · 1月28日
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