RoboSemanticBench: Diagnosing Semantic Grounding in Action Prediction for VLA Models

Bin Yu, Yao Zhang, Haishan Liu +9

Vision-language-action (VLA) models are built on the premise that semantic understanding from pretrained language or vision-language backbones should guide robot action prediction.…