Robo2Process: Benchmarking and Learning Process-Aware Understanding in Vision-Language Robotic Manipulation

Dayu Xia, Yue Shi, Yao Mu +7

Vision-language models (VLMs) used as robotic critics, reward generators, and failure detectors must understand how manipulation unfolds, not only whether it succeeds. Yet fine-gra…