MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 19 days ago • 136
FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents Paper • 2602.01566 • Published Feb 2 • 52
Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles Paper • 2602.01590 • Published Feb 2 • 33
WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora Paper • 2602.02053 • Published Feb 2 • 41
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 51
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Paper • 2509.09734 • Published Sep 10, 2025 • 16
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding Paper • 2506.03968 • Published Jun 4, 2025 • 15
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents Paper • 2506.11763 • Published Jun 13, 2025 • 74
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22, 2025 • 445