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Benchmarks
Physical Parameter Estimation on Isaac Lab Simulation Dm OOD (test)
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19.8
Mass NRMSE
PhyPush (Lforce)
19.7
20.375
21.05
21.725
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
19.8
12.8
PhyPush (Lforce,un)
Input=kinematic veloci...
2026.05
20.3
15.3
PhyPush (Lforce,acc un)
Input=kinematic veloci...
2026.05
20.6
13.6
PhyPush (Lforce)
Input=kinematic veloci...
2026.05
20.7
16.4
PhyPush (Lforce,un)
Input=kinematic veloci...
2026.05
20.9
17
PhyPush (Ldata)
Input=kinematic veloci...
2026.05
21.2
25.8
Baseline
Input=force/torque
2026.05
21.7
9.4
PhyPush (Lforce,acc un)
Input=kinematic veloci...
2026.05
21.9
14.3
Baseline
Input=force/torque
2026.05
22
31.8
PhyPush (Ldata)
Input=kinematic veloci...
2026.05
22.3
12.8
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