MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published Sep 25 • 103
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published Jul 30 • 46
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning Paper • 2506.09513 • Published Jun 11 • 100
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8 • 114
STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs Paper • 2505.15804 • Published May 21 • 10