Can World and Action Modeling Benefit Each Other under Unified Causal Training?

Benchmark Model Rank Results
robot-manipulation-on-robocasa365-composite-seenOneWM#3Success Rate: 30.25
robot-manipulation-on-robocasa365-composite-unseenOneWM#3Success Rate: 7.0
robot-manipulation-on-robocasa365-atomic-seenOneWM#5Success Rate: 68.78
robot-manipulation-on-libero-plus-zero-shot-transferOneWM#42Success Rate: 59.27
robot-manipulation-on-liberoOneWM#110Success Rate: 94.95