ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research Paper • 2606.07591 • Published May 28 • 102
MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation Paper • 2606.02470 • Published Jun 1 • 16
OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories Paper • 2605.04036 • Published May 5 • 73
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 330
FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach Paper • 2603.13364 • Published Mar 9 • 9
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Paper • 2603.15594 • Published Mar 16 • 150
Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering Paper • 2601.10402 • Published Jan 15 • 37
AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis Paper • 2510.24695 • Published Oct 28, 2025 • 25
ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking Paper • 2510.24698 • Published Oct 28, 2025 • 21
WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking Paper • 2510.24697 • Published Oct 28, 2025 • 22
Repurposing Synthetic Data for Fine-grained Search Agent Supervision Paper • 2510.24694 • Published Oct 28, 2025 • 25
AgentFold: Long-Horizon Web Agents with Proactive Context Management Paper • 2510.24699 • Published Oct 28, 2025 • 73
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8, 2025 • 78
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Paper • 2505.16707 • Published May 22, 2025 • 44