LongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures Paper • 2608.15242 • Published 29 days ago • 15
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression Paper • 2604.19572 • Published Apr 21 • 25
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies Paper • 2602.09514 • Published Feb 10 • 11
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs Paper • 2504.15415 • Published Apr 21, 2025 • 23
How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 58
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values Paper • 2504.05535 • Published Apr 7, 2025 • 44