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Benchmarks
2D resolution transfer on 2D Gray-Scott 64 x 64 resolution
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0.3486
Mean RMSE
U-Net
0.330132
0.454791
0.57945
0.704109
May 15, 2026
Mean RMSE
Variance RMSE
Updated 16d ago
Evaluation Results
Method
Method
Links
Mean RMSE
Variance RMSE
U-Net
Training Resolution=64...
2026.05
0.3486
-
FNO
Training Resolution=64...
2026.05
0.7125
-
MNO
Training Resolution=64...
2026.05
0.7602
0.251
ResNet
Training Resolution=64...
2026.05
0.8103
-
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