Beyond Dense Futures: World Models as Structured Planners for Robotic Manipulation

Benchmark Model Rank Results
robot-manipulation-on-simplerenv-widow-xStructVLA#10Average: 0.750
robot-manipulation-on-libero-objectStructVLA#75Success Rate: 98.0
robot-manipulation-on-libero-longStructVLA#77Success Rate: 92.2
robot-manipulation-on-libero-spatialStructVLA#85Success Rate: 95.4
robot-manipulation-on-libero-goalStructVLA#88Success Rate: 93.4
robot-manipulation-on-liberoStructVLA#112Success Rate: 94.8