MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

20 February 2025

Papers citing "MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification"

8 / 8 papers shown

Title
Sherlock: Self-Correcting Reasoning in Vision-Language Models Yi Ding Ruqi Zhang ReLM LRM VLM 83 0 0 28 May 2025
VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization Yunxin Li Xinyu Chen Zitao Li Zhenyu Liu L. Wang Wenhan Luo Baotian Hu Min Zhang OffRL LRM 114 0 0 25 May 2025
VLM-R $^3$ : Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought Chaoya Jiang Yongrui Heng Wei Ye Han Yang Haiyang Xu Ming Yan Ji Zhang Fei Huang Shikun Zhang LRM 57 0 0 22 May 2025
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models He Zhu Junyou Su Minxin Chen Wen Wang Yijie Deng Guanhua Chen Wenjia Zhang 183 0 0 20 May 2025
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented Reasoning Jiaqi Wei Hao Zhou Xiang Zhang Di Zhang Zijie Qiu Wei Wei Jinzhe Li Wanli Ouyang Siqi Sun 64 0 0 21 Apr 2025
Heimdall: test-time scaling on the generative verification Wenlei Shi Xing Jin LRM 93 6 0 14 Apr 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yize Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 150 27 0 16 Mar 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Xinzhe Ni Zicheng Lin ... Yiyao Yu C. Shi Ruihang Chu Jin Zeng Yujiu Yang LRM 121 20 0 08 Jan 2025