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Benchmarks
Physical Parameter Estimation on Isaac Lab Simulation Dµ out-of-distribution (test)
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3.4
Mass NRMSE
PhyPush (Lforce)
3.356
3.653
3.95
4.247
May 25, 2026
Mass NRMSE
Friction NRMSE
Updated 7d ago
Evaluation Results
Method
Method
Links
Mass NRMSE
Friction NRMSE
PhyPush (Lforce)
Input=kinematic veloci...
2026.05
3.4
16.8
PhyPush (Lforce,un)
Input=kinematic veloci...
2026.05
3.4
15.8
PhyPush (Ldata)
Input=kinematic veloci...
2026.05
3.8
24.2
PhyPush (Lforce,acc un)
Input=kinematic veloci...
2026.05
3.8
17
Baseline
Input=force/torque
2026.05
4.5
14.9
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