Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics Paper • 2512.12602 • Published 25 days ago • 41
Video Generation Models Are Good Latent Reward Models Paper • 2511.21541 • Published Nov 26, 2025 • 45 • 5
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning Paper • 2509.23768 • Published Sep 28, 2025 • 49
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark? Paper • 2509.07894 • Published Sep 9, 2025 • 31
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks Paper • 2509.01396 • Published Sep 1, 2025 • 57
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Paper • 2511.15065 • Published Nov 19, 2025 • 75
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Paper • 2511.15065 • Published Nov 19, 2025 • 75