3D Diffuser Actor: Policy Diffusion with 3D Scene Representations

Benchmark Model Rank Results
robot-manipulation-generalization-on-gembench3D diffuser actor#3Average Success Rate: 44.0Average Success Rate (L1): 91.9±0.8
robot-manipulation-generalization-on-the3D Diffuser Actor#6Average decrease average across all perturbations: -15.6
robot-manipulation-on-calvin3DDA#9avg. sequence length (D to D): 3.35
robot-manipulation-on-calvin3D Diffusor Actor#10avg. sequence length (D to D): 3.27
robot-manipulation-on-rlbench3D Diffuser Actor#5Succ. Rate (18 tasks, 100 demo/task): 81.3
zero-shot-generalization-on-calvin3D Diffuser Actor#4Avg. sequence length: 3.27