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Wind field reconstruction on Wind field masked (test)
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2.7546
MSE
VDW-GNN
2.354416
5.055658
7.7569
10.458142
Oct 1, 2025
MSE
Rotated MSE
Updated 3mo ago
Evaluation Results
Method
Method
Links
MSE
Rotated MSE
VDW-GNN
Sec. per epoch=0.0041...
2025.10
2.7546
3.2266
EGNN (1-layer)
Sec. per epoch=0.0120...
2025.10
2.7651
2.7651
GCN
Sec. per epoch=0.0043...
2025.10
2.8662
3.5242
GIN
Sec. per epoch=0.0045...
2025.10
3.1754
3.541
GAT
Sec. per epoch=0.0053...
2025.10
3.2784
3.8239
TFN (2-layer)
Sec. per epoch=0.0128...
2025.10
3.9898
3.9898
LEGS
Sec. per epoch=0.0080...
2025.10
11.2551
27.5993
DD-TNN
Sec. per epoch=0.0114...
2025.10
12.7592
14.801
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