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Sim-to-Real

Benchmarks

Task NameDataset NameSOTA ResultTrend
Pick-and-place robot manipulationSim-to-real Real-world Evaluation Scenes
PSR100
26
Mug CleanupSim-to-Real OOD P-OOD (out-of-distribution evaluation)
Success Rate60
7
Mug CleanupSim-to-Real (P)
Success Rate80
7
Block StackingSim-to-Real P-OOD (evaluation)
Success Rate (R)45
7
Block StackingSim-to-Real (P)
Success Rate (R)85
7
KickingSim-to-Real
Base Final Position Error (m)0.1131
2
Forwards WalkingSim-to-Real
Base Final Position Error (m)0.1377
2
Backwards SteppingSim-to-Real
Base Final Position Error (m)0.1079
2
SidesteppingSim-to-Real
Base Final Position Error (m)0.0694
2
Stack bowlsSim-to-Real Real-world (test)
Metric-
0
Mug on plateSim-to-Real Real-world (test)
Metric-
0
Bowl on plateSim-to-Real Real-world (test)
Metric-
0
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