Score the Steps, Not Just the Goal: VLM-Based Subgoal Evaluation for Robotic Manipulation

Ramy ElMallah, Krish Chhajer, Chi-Guhn Lee

Robot learning papers typically report a single binary success rate (SR), which obscures where a policy succeeds or fails along a multi-step manipulation task. We argue that subgoa…