When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Paper • 2511.02779 • Published 16 days ago • 54
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines Paper • 2509.21320 • Published Sep 25 • 99
Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery Paper • 2508.17380 • Published Aug 24 • 6
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers Paper • 2508.21148 • Published Aug 28 • 139
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7 • 138
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper • 2506.23918 • Published Jun 30 • 88
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning Paper • 2506.10521 • Published Jun 12 • 73