SemanticVLA: Towards Semantic Reasoning over Action Memorization via Synergistic Explicit Trace and Latent Action Planning

Benchmark Model Rank Results
robot-manipulation-on-liberoSemanticVLA–Success Rate: 97.0
robot-manipulation-on-simplerenv-widow-xSemanticVLA–Average: 0.651