AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery Paper • 2604.25256 • Published 10 days ago • 29
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published 11 days ago • 116
Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable RL Paper • 2604.17073 • Published 20 days ago • 9
MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval Paper • 2604.18584 • Published 18 days ago • 14
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Paper • 2604.17308 • Published 19 days ago • 22
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published 18 days ago • 83
PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research Paper • 2604.15411 • Published 22 days ago • 4
The Amazing Agent Race: Strong Tool Users, Weak Navigators Paper • 2604.10261 • Published 21 days ago • 7
Toward Autonomous Long-Horizon Engineering for ML Research Paper • 2604.13018 • Published 24 days ago • 34
QuanBench+: A Unified Multi-Framework Benchmark for LLM-Based Quantum Code Generation Paper • 2604.08570 • Published Mar 25 • 125
CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Paper • 2604.01658 • Published Apr 2 • 55
Proactive Agent Research Environment: Simulating Active Users to Evaluate Proactive Assistants Paper • 2604.00842 • Published Apr 1 • 14
Paper Reconstruction Evaluation: Evaluating Presentation and Hallucination in AI-written Papers Paper • 2604.01128 • Published Apr 1 • 15
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 350