Haoran Sun

2 articles on SOTA Papers

Million-Clip Dataset Tests Video Reasoning Beyond Visual Quality

VBVR pairs 200 curated reasoning tasks with rule-based, human-aligned evaluation to study whether video models generalize across spatiotemporal reasoning problems.

cs.AI cs.LG cs.MM

Aug 30, 20264 min2602.20159

Computer Science

Evidence-Grounded Agents Improve Musculoskeletal Care Pathways

OrthoPilot combines hospital data retrieval with external medical knowledge, improving physician management success by 10.6% in 1,870 prospective complex cases.

cs.AI

Jul 28, 20264 min2607.12527