PAIR: Bridging Perception and Action in Vision-Language-Action Models

Benchmark Model Rank Results
robot-manipulation-on-liberoVLA-Adapter + PAIR–Success Rate: 98.4
robot-manipulation-on-libero-plus-zero-shot-transferVLA-Adapter + PAIR–Success Rate: 64.2
zero-shot-generalization-on-calvinVLA-Adapter + PAIR–Avg. sequence length: 4.53