MathVista

Dataset Card for MathVista Dataset Description Paper Information Dataset Examples Leaderboard Dataset Usage Data Downloading Data Format Data Visualization Data Source Automatic Evaluation License Citation Dataset Description MathVista is a consolidated Mathematical reasoning benchmark within Visual contexts. It consis

Papers using MathVista (17)

Kimi k1.5: Scaling Reinforcement Learning with LLMs2025OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning2025Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning2025Open-Qwen2VL: Compute-Efficient Pre-Training of Fully-Open Multimodal LLMs on Academic Resources2025Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought2025MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision2025SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward2025Don't Look Only Once: Towards Multimodal Interactive Reasoning with Selective Visual Revisitation2025Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution2025Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start2025Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO2025SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning2025MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning2025GeometryZero: Improving Geometry Solving for LLM with Group Contrastive Policy Optimization2025Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned2025ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use2025Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start2025