Real-world
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Real-world Franka Emika Panda robot
75Success Rate
2
Real-world Franka Emika Panda robot
55Success Rate
2
Real-world Franka Emika Panda robot
45Success Rate
2
Real-world Franka Emika
9Success Rate (Put Plate)
2
Real World
8Success Rate
2
Real World
16Success Rate
2
Real World
32.1mIoU
2
Real-world SO101 arm (inference)
100Correct-mug Rate
2
Real-world SO101 arm (inference)
6Collision Rate
2
Real World (test)
15Successes Count
2
Real World (test)
8Successes Count
2
Real World (test)
7Success Ratio (Trials)
2
Real World
17Pick Up Success Rate
2
Real-world Short-range Distance ≤ 20m
0.08L2 Distance (m)
2
Real World
63Success Rate
2
Real-world Four-finger dexterous hand (test)
100SR (Bottle)
2
Real-world
80Success Rate
2
Real-world No Obstacle
1TSR
2
Real-world No Obstacle
70TSR
2
Real-world No Obstacle
9TSR
2
real-world 2018 (test)
60.37mAP
2
Real-world Object Pose Variations
100Success Rate (Apple)
2
Real-world (train)
25.82PSNR
2
Real-World Out-of-Domain
35Apple to Plate Success Rate
2
Real-World In-Domain
50Apple to Plate Success Rate
2