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Benchmarks
Prediction (u0 -> u mapping) on Stochastic KdV (N=1000, T=0.5 1.0) (test)
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0.008
Relative L2 Error
NSPDE
-0.02664
0.20718
0.441
0.67482
Oct 19, 2021
Relative L2 Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
NSPDE
T=0.5, N=1000
2021.10
0.008
NSPDE
T=0.5, N=1000, Subsamp...
2021.10
0.008
NSPDE
T=1.0, N=1000
2021.10
0.012
NSPDE
T=0.5, N=1000, Subsamp...
2021.10
0.059
NCDE-FNO
T=0.5, N=1000
2021.10
0.259
NCDE
T=0.5, N=1000
2021.10
0.466
NRDE
T=0.5, N=1000
2021.10
0.503
NSPDE
T=0.5, N=1000
2021.10
0.832
FNO
T=0.5, N=1000
2021.10
0.835
DeepONet
T=0.5, N=1000
2021.10
0.874
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