Test-Time Scaling Makes Overtraining Compute-Optimal Paper • 2604.01411 • Published 16 days ago • 28
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills Paper • 2603.25158 • Published 22 days ago • 50
Online Experiential Learning for Language Models Paper • 2603.16856 • Published about 1 month ago • 58
Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training Paper • 2603.12255 • Published Mar 12 • 91
\$OneMillion-Bench: How Far are Language Agents from Human Experts? Paper • 2603.07980 • Published Mar 9 • 27
AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios Paper • 2601.20613 • Published Jan 28 • 10
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published Dec 8, 2025 • 39
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds Paper • 2511.08892 • Published Nov 12, 2025 • 215
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations Paper • 2506.13651 • Published Jun 16, 2025 • 8
MMaDA: Multimodal Large Diffusion Language Models Paper • 2505.15809 • Published May 21, 2025 • 98
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Paper • 2505.13227 • Published May 19, 2025 • 45
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Paper • 2504.15279 • Published Apr 21, 2025 • 78
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback Paper • 2312.00849 • Published Dec 1, 2023 • 12