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Dynamics Prediction on Real-world Peg-in-Hole (test)
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3.18
Abs. Positional RMSE (mm) (T=100)
Act-FIGNet
2.984
4.307
5.63
6.953
Sep 15, 2025
Abs. Positional RMSE (mm) (T=100)
Rel. Positional RMSE (%) (T=100)
Abs. Rotational RMSE (deg) (T=100)
Rel. Rotational RMSE (%) (T=100)
One-step Force Error (N)
One-step Torque Error (Nm)
Updated 4mo ago
Evaluation Results
Method
Method
Links
Abs. Positional RMSE (mm) (T=100)
Rel. Positional RMSE (%) (T=100)
Abs. Rotational RMSE (deg) (T=100)
Rel. Rotational RMSE (%) (T=100)
One-step Force Error (N)
One-step Torque Error (Nm)
Act-FIGNet
2025.09
3.18
16.4
0.866
12.09
0.663
0.025
FIGNet+
2025.09
5.26
25.72
1.551
18.66
2.291
0.069
MuJoCo
2025.09
8.08
41.23
1.837
29.45
2.349
0.086
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