Eval-Actions: Fine-Grained Execution Quality Evaluation for Robotic Manipulation

Mengyuan Liu, Juyi Sheng, Peiming Li +4

Although Vision--Action (VA) and Vision--Language--Action (VLA) policies have advanced robotic manipulation, their evaluation remains dominated by binary success rates, which obscu…