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Benchmarks
Non-stationary PDE rollout prediction on E6 8D controller
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0
MSE
TF-SNO
-0.004278
0.024734
0.053745
0.082757
Jun 19, 2026
MSE
L2 Error
H1 Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
L2 Error
H1 Error
TF-SNO
2026.06
0
0.0119
0.0295
U-NO
2026.06
0.001
0.0857
0.0694
PINO
2026.06
0.0011
0.0755
0.1634
FNO
2026.06
0.0011
0.0768
0.1302
WNO
2026.06
0.0025
0.1267
0.2055
FINO
2026.06
0.008
0.2518
0.1853
DeepONet
2026.06
0.1075
0.8831
1.3466
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