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pick & place

Benchmarks

Task NameDataset NameSOTA ResultTrend
Robotic ManipulationPick & Place MA2 problem 1.0 (real-world)
Success Rate83.33
4
Reinforcement Learningpick & place 10-p
Normalized Return45.3
4
Reinforcement Learningpick & place 2-p
Normalized Return93.2
4
Reinforcement Learningpick & place 4-p
Normalized Return97
4
Pick and PlacePick and Place Unseen States (Out-of-Distribution)
SR70
3
Pick and PlacePick and Place Unseen Objects (Out-of-Distribution)
SR56.3
3
Pick and PlacePick and Place (In-Distribution)
Success Rate (SR)81.3
3
Pick and placePick and place New Object
Success Rate76
2
Pick and placePick and place
Success Rate72
2
Pick and PlacePick and Place Unseen Objects: green duck, pink cube
Success Rate (Green Duck)80
2
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