Learning a Unified Latent Action Space from Videos with Action-centric Cycle Consistency

Benchmark Model Rank Results
robot-manipulation-on-libero-goalCycleMimic (Full)–Success Rate: 97.3
robot-manipulation-on-libero-longCycleMimic (Full)–Success Rate: 93.4
robot-manipulation-on-libero-objectCycleMimic (Full)–Success Rate: 98.2
robot-manipulation-on-libero-spatialCycleMimic (Full)–Success Rate: 97.5
zero-shot-generalization-on-calvinCycleMimic–Avg. sequence length: 3.93