Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning Paper • 2511.19900 • Published Nov 25, 2025 • 48
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 108
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Paper • 2511.02779 • Published Nov 4, 2025 • 58
Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails Paper • 2510.04860 • Published Oct 6, 2025 • 2
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 141
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models Paper • 2504.16074 • Published Apr 22, 2025 • 36
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding Paper • 2503.13964 • Published Mar 18, 2025 • 20
GRAPE: Generalizing Robot Policy via Preference Alignment Paper • 2411.19309 • Published Nov 28, 2024 • 47
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models Paper • 2410.13085 • Published Oct 16, 2024 • 23
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Paper • 2410.10139 • Published Oct 14, 2024 • 51