NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Paper • 2606.24530 • Published 3 days ago • 55
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published 3 days ago • 110
HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining Paper • 2606.20521 • Published 8 days ago • 13
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer Paper • 2605.30409 • Published 29 days ago • 41
Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving Paper • 2605.23163 • Published May 25 • 17
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published May 13 • 165
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published Apr 14 • 113
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 135
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 242
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published Oct 9, 2025 • 110