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PDE Modeling on Diffusion Reaction 2D (DR2D)
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0.0012
RMSE
MNO
-0.00142
0.016265
0.03395
0.051635
Oct 3, 2024
RMSE
nRMSE
RL2 Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
nRMSE
RL2 Error
MNO
Type=Mamba, Base Archi...
2024.10
0.0012
0.0183
0.0099
MNO
Type=Mamba, Base Archi...
2024.10
0.006
0.0811
0.057
FNO
Type=Non-Transformer
2024.10
0.0081
0.1203
0.0715
G.T.
Type=Galerkin
2024.10
0.0083
0.1259
0.0723
MNO
Type=Mamba, Base Archi...
2024.10
0.0123
0.1712
0.1134
OFormer
Type=Normalised
2024.10
0.0177
0.2681
0.1559
GNOT
Type=Galerkin
2024.10
0.0567
0.6953
0.7233
UNet
Type=Non-Transformer
2024.10
0.0615
0.8449
0.5614
DeepONet
Type=Non-Transformer
2024.10
0.0667
0.8771
0.604
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