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Push T

Benchmarks

Task NameDataset NameSOTA ResultTrend
Visuomotor ControlPush-T
Success Rate92
21
Robotic ManipulationPush-T
Success Rate100
16
Robotic ManipulationPush-T (multiple rollouts)
Success Rate77.2
13
Robotic ManipulationPush-T State-based
Score100
12
Robotic Manipulation SimulationPush-T simulation relative feedback
Success Rate (SR)85.3
8
Robotic ManipulationPush-T Directional Noise
Success Rate (SR)95
8
Robotic ManipulationPush-T Gaussian Noise
Success Rate (SR)96
8
Push-TPush-T
Success Rate81.6
8
Trajectory OptimizationPush T
Time (s)134.6235
8
Interactive LearningPush-T Noisy
Success Rate60
6
Interactive LearningPush-T Accurate
Success Rate72.9
6
Obstacle AvoidancePush-T static obstacles
Success Rate (%)74.3
6
Push TPush T Real-world
Success Rate97.1
6
Block Angle ProbingPush-T (test)
MSE0.009
6
Block Location ProbingPush-T (test)
MSE0.001
6
Agent Location ProbingPush-T (test)
MSE0.003
6
Robotic PushingPush-T Chase 1.0 (test)
Success Rate36
5
Robotic PushingPush-T Oscillate 1.0 (test)
Success Rate68
5
Robotic PushingPush-T Intercept 1.0 (test)
Success Rate0.76
5
Dynamic Push-TDynamic Push-T
Success Rate100
5
Table-top manipulationPush-T
Success Rate98
5
Goal-conditioned contact-rich manipulationPush-T
Success Rate89.3
4
Robotic ManipulationPush-T Disturbance
Success Rate47
4
Robotic ManipulationPush-T Original
Success Rate67
4
Policy learningPush-T 1 task
Average Task Success Rate41
3
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