Real Robot
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Real-robot Franka Emika Panda (real-world)
90Success Rate
11
Real-Robot Part-Assembly
85Success Rate
8
Real-Robot Shelf-Insert
79Success Rate
8
Real-Robot Lid-Open
84Success Rate
8
Real-Robot Drawer-Cycle
91Success Rate
8
Real-Robot Table-Bussy
86Success Rate
8
Real robot
5.941Rotation Error (deg)
8
Real-robot Seen tasks
80Stack Bowl Success Rate
6
Real Robot Flexiv Rizon 4S (test)
25.95PSNR
5
Real-robot Overall (test)
2.4Navigation Error (NE)
5
Real-robot Office-Hall (test)
2.68Navigation Error (NE)
5
Real-robot Office (test)
2.36Navigation Error (NE)
5
Real-robot Hall (test)
2.23Navigation Error (NE)
5
Real-robot Novel tasks OOD
50Place Block Success Rate
5
Real Robot Franka Emika Panda (Real-world evaluation)
7Success Rate
4
Real Robot Franka Emika Panda (Real-world evaluation)
90Success Rate
4
Real Robot Franka Emika Panda (Real-world evaluation)
8Success Rate
4
Real Robot Franka Emika Panda (Real-world evaluation)
100Success Rate
4
Real Robot Peg Insertion
97.14Stage 1 Success Rate
4
Real Robot Gear Mesh
97.14Stage 1 Success Rate
4
Real-robot
94T1 Score
4
Real-Robot General Manipulation Tasks
87Insert Circle Success Rate
4
Real-Robot Long-horizon memory-dependent tasks
58Push Buttons Success
4
Real Robot Robust Suite
61.7Success Rate
4
Real Robot Spatial Suite
78.3Success Rate
4