AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published May 19 • 75
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory Paper • 2604.01007 • Published Apr 2 • 29
PRBench: End-to-end Paper Reproduction in Physics Research Paper • 2603.27646 • Published Mar 29 • 25
When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning Paper • 2602.08236 • Published Feb 9 • 9
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 73
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 53
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published Feb 25 • 17
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published Mar 12 • 67
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read Paper • 2602.22426 • Published Feb 25 • 1
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published Mar 17 • 138
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published Mar 17 • 138
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation Paper • 2502.01719 • Published Feb 3, 2025
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20, 2025 • 109
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models Paper • 2504.16074 • Published Apr 22, 2025 • 36
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models Paper • 2410.13085 • Published Oct 16, 2024 • 25
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Paper • 2410.10139 • Published Oct 14, 2024 • 51
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Paper • 2410.10139 • Published Oct 14, 2024 • 51
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? Paper • 2407.04842 • Published Jul 5, 2024 • 55
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models Paper • 2407.05131 • Published Jul 6, 2024 • 25