ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models

Benchmark Model Rank Results
robot-manipulation-on-libero-plus-sftACoT-VLA#3Success Rate: 88.0
robot-manipulation-on-libero-goalACoT-VLA (LIBERO-Goal)#5Success Rate: 99.4
robot-manipulation-on-libero-plus-zero-shot-transferACoT-VLA#9Success Rate: 86.6
robot-manipulation-on-libero-longACoT-VLA (LIBERO-Long)#21Success Rate: 97.0
robot-manipulation-on-liberoACoT-VLA#29Success Rate: 98.5
robot-manipulation-on-libero-spatialACoT-VLA (LIBERO-Spatial)#39Success Rate: 98.6
robot-manipulation-on-libero-objectACoT-VLA (LIBERO-Object)#57Success Rate: 99.0