CLAP: Direct VLM-to-VLA Adaptation via Language-Action Grounding

Benchmark Model Rank Results
robot-manipulation-on-libero-objectCLAP Qwen3.5 0.8B#79Success Rate: 97.8
robot-manipulation-on-libero-spatialCLAP Qwen3.5 2B#90Success Rate: 93.0
robot-manipulation-on-libero-longCLAP Qwen3.5 2B#92Success Rate: 82.0
robot-manipulation-on-libero-goalCLAP Qwen3.5 2B#95Success Rate: 90.8
robot-manipulation-on-liberoCLAP Qwen3.5 2B#123Success Rate: 90.8