Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation

Benchmark Model Rank Results
robot-manipulation-generalization-on-the-colosseumPerAct#4Average decrease average across all perturbations: -17.3
robot-manipulation-on-rlbenchPerAct (Evaluated in RVT)#9Succ. Rate (18 tasks, 100 demo/task): 49.4…
robot-manipulation-on-rlbenchPerAct#12Succ. Rate (18 tasks, 100 demo/task): 42.7…
robot-manipulation-on-rlbenchImage-BC VIT#14Succ. Rate (18 tasks, 100 demo/task): 1.3Input Image Size: 128
robot-manipulation-on-rlbenchImage-BC CNN#15Succ. Rate (18 tasks, 100 demo/task): 1.3Input Image Size: 128