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Benchmarks
Rollout Prediction on Double Pendulum
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1.13
Rollout MSE
FS-HNN
0.8284
2.8642
4.9
6.9358
Mar 6, 2026
Rollout MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Rollout MSE
FS-HNN
Res.=Low
2026.03
1.13
MLP
Res.=Med
2026.03
1.28
HNN
Res.=Low
2026.03
1.6
FS-HNN
Res.=Com.
2026.03
2.34
FS-HNN
Res.=High
2026.03
2.71
HNN
Res.=Com.
2026.03
3.39
FS-HNN
Res.=Med
2026.03
3.45
MLP
Res.=High
2026.03
4.99
HNN
Res.=High
2026.03
5.93
SympNet
Res.=High
2026.03
6.35
MLP
Res.=Low
2026.03
6.47
HNN
Res.=Med
2026.03
8.67
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