MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

6 December 2024

Papers citing "MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale"

8 / 8 papers shown

Title
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 123 0 0 20 May 2025
Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning Xiaokun Wang Chris Jiangbo Pei Wei Shen Yi Peng ... Ai Jian Tianyidan Xie Xuchen Song Yang Liu Yahui Zhou OffRL LRM 74 1 0 12 May 2025
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement Xinze Wang Zhiyong Yang Chao Feng Hongjin Lu Linjie Li Chung-Ching Lin Kevin Qinghong Lin Furong Huang Lijuan Wang OODD ReLM LRM VLM 134 12 0 10 Apr 2025
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Haozhe Wang Chao Qu Zuming Huang Wei Chu Fangzhen Lin Wenhu Chen OffRL ReLM SyDa LRM VLM 112 17 0 10 Apr 2025
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme Yan Ma Steffi Chern Xuyang Shen Yiran Zhong Pengfei Liu OffRL LRM 91 8 0 03 Apr 2025
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs Sanjoy Chowdhury Hanan Gani Nishit Anand Sayan Nag Ruohan Gao Mohamed Elhoseiny Salman Khan Dinesh Manocha LRM 125 0 0 29 Mar 2025
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks Weinan Zhang Mengna Wang Gangao Liu Xu Huixin Yiwei Jiang ... Hang Zhang Xin Li Weiming Lu Peng Li Yueting Zhuang LM&Ro LRM 123 7 0 27 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 110 17 0 08 Jan 2025