Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Paper • 2407.01370 • Published Jul 1, 2024 • 89
MLGym: A New Framework and Benchmark for Advancing AI Research Agents Paper • 2502.14499 • Published Feb 20, 2025 • 194
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features Paper • 2502.14786 • Published Feb 20, 2025 • 157
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning Paper • 2502.14768 • Published Feb 20, 2025 • 47
S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning Paper • 2502.12853 • Published Feb 18, 2025 • 29
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models via Human Feedback Paper • 2502.15027 • Published Feb 20, 2025 • 7
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems Paper • 2502.19328 • Published Feb 26, 2025 • 23
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Paper • 2502.19361 • Published Feb 26, 2025 • 28
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31, 2025 • 301
Runtime error 45 Leaderboard: Physical Reasoning from Video 🏃 45 Submit model evaluations and view leaderboard results