Less is More: Reducing Complexity in Vision-Language-Action Systems

Benchmark Model Rank Results
robot-manipulation-on-simplerenv-google-robotStarVLA-α (Specialist)#8Success Rate: 76.0
robot-manipulation-on-liberoStarVLA-α (Specialist)#16Success Rate: 98.8
robot-manipulation-on-robotwin-2-0-hard-50-tasksStarVLA-α (Specialist)#23Success Rate: 88.3
robot-manipulation-on-libero-plus-zero-shot-transferStarVLA-α (Generalist, zero-shot)#24Success Rate: 79.7
robot-manipulation-on-robotwin-2-0-easy-50-tasksStarVLA-α (Generalist)#24Success Rate: 88.7
robot-manipulation-on-simplerenv-widow-xStarVLA-α (Generalist)#24Average: 0.652