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 (9)

First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training2025 · 18 citesKimi k1.5: Scaling Reinforcement Learning with LLMs2025 · 11 citesVision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models2025 · 1 citesCredit Where It is Due: Cross-Modality Connectivity Drives Precise Reinforcement Learning for MLLM Reasoning2026Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned2025Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models2025VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought2025Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start2025VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning2025