URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics

URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics

8 January 2025

Papers citing "URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics"

10 / 10 papers shown

Title
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation Xiangyan Liu Jinjie Ni Zijian Wu Chao Du Longxu Dou H. Wang Tianyu Pang Michael Shieh OffRL LRM 38 0 0 17 Apr 2025
FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding Zheng Liu Mengjie Liu J. Chen Jingwei Xu Bin Cui Conghui He Wentao Zhang MLLM 51 0 0 14 Apr 2025
OmniCaptioner: One Captioner to Rule Them All Yiting Lu Jiakang Yuan Zhen Li Shitian Zhao Qi Qin ... Lei Bai Zhibo Chen Peng Gao Bo Zhang Peng Gao MLLM 76 0 0 09 Apr 2025
Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution Explanation J. S. Park J. Park Dongju Jang Jiwan Chung Byungwoo Yoo Jaewoo Shin S. Park Taehyeong Kim Youngjae Yu 35 0 0 04 Apr 2025
Temporal Consistency for LLM Reasoning Process Error Identification Jiacheng Guo Yue Wu Jiahao Qiu Kaixuan Huang Xinzhe Juan L. Yang Mengdi Wang LRM 48 0 0 18 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 69 7 0 16 Mar 2025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Yingzhe Peng Gongrui Zhang Miaosen Zhang Zhiyuan You Jie Liu Qipeng Zhu Kai Yang Xingzhong Xu Xin Geng Xu Yang LRM ReLM 83 29 0 10 Mar 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models Wenxuan Huang Bohan Jia Zijie Zhai Shaosheng Cao Zheyu Ye Fei Zhao Zhe Xu Yao Hu Shaohui Lin MU OffRL LRM MLLM ReLM VLM 50 35 0 09 Mar 2025
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Jinyang Wu Mingkuan Feng Shuai Zhang Ruihan Jin Feihu Che Zengqi Wen J. Tao LRM 44 7 0 04 Feb 2025
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models Haodong Duan Junming Yang Junming Yang Xinyu Fang Lin Chen ... Yuhang Zang Pan Zhang Jiaqi Wang Dahua Lin Kai Chen LM&MA VLM 32 111 0 16 Jul 2024