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Benchmarks
Dynamics prediction on DNLS homogeneous (N=32) (test)
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1.25
Test Loss
α-SGHN
1.0528
2.3839
3.715
5.0461
Apr 26, 2026
Test Loss
Energy MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Loss
Energy MSE
α-SGHN
N=32, Duration=20 s, A...
2026.04
1.25
2.78
LA-SympNet
N=32, Duration=20 s, A...
2026.04
1.51
1.65
G-SympNet
N=32, Duration=20 s, A...
2026.04
2.66
7.09
HGIN
N=32, Duration=20 s, A...
2026.04
2.93
4.41
NSSNN
N=32, Duration=20 s, A...
2026.04
3.28
5.37
HNN
N=32, Duration=20 s, A...
2026.04
5.64
6.74
MLP
N=32, Duration=20 s, A...
2026.04
6.18
7.3
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