Evaluating LLM Creativity through Long-Tail Performance Paper • 2610.12998 • Published 13 days ago • 13
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published 16 days ago • 190
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 155
Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Paper • 2607.28568 • Published Jul 30 • 193
TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents Paper • 2602.07274 • Published Feb 6 • 53
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published Dec 3, 2025 • 160
SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds Paper • 2512.01078 • Published Nov 30, 2025 • 34
VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos Paper • 2510.19488 • Published Oct 22, 2025 • 22
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Paper • 2505.13227 • Published May 19, 2025 • 46
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning? Paper • 2503.19990 • Published Mar 25, 2025 • 35
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments Paper • 2404.07972 • Published Apr 11, 2024 • 52