Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable RL Paper • 2604.17073 • Published 8 days ago • 8
MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval Paper • 2604.18584 • Published 6 days ago • 14
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Paper • 2604.17308 • Published 7 days ago • 22
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published 6 days ago • 78
PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research Paper • 2604.15411 • Published 10 days ago • 4
The Amazing Agent Race: Strong Tool Users, Weak Navigators Paper • 2604.10261 • Published 9 days ago • 7
Toward Autonomous Long-Horizon Engineering for ML Research Paper • 2604.13018 • Published 12 days ago • 34
QuanBench+: A Unified Multi-Framework Benchmark for LLM-Based Quantum Code Generation Paper • 2604.08570 • Published Mar 25 • 124