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Benchmarks
Forward Temporal Prediction on Shallow-water
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0.001
nRMSE
UNet
0.00084
0.00192
0.003
0.00408
Jun 2, 2026
nRMSE
SSIM
PSNR
Updated 1mo ago
Evaluation Results
Method
Method
Links
nRMSE
SSIM
PSNR
UNet
Type=Deterministic bas...
2026.06
0.001
100
60.793
FNO
Type=Deterministic bas...
2026.06
0.001
100
61.276
DiffUNet2
Evaluation Variant=M (...
2026.06
0.003
99.9
49.906
DiffUNet2
Evaluation Variant=BK...
2026.06
0.003
99.9
50.759
DiffUNet2
Evaluation Variant=MK...
2026.06
0.004
99.9
48.567
DeepONet
Type=Deterministic bas...
2026.06
0.005
99.9
47.119
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