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Spatiotemporal forecasting on Active Matter (test)
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0.3162
NRMSE
MFFM (cascade)
-3.539952
22.489074
48.5181
74.547126
May 15, 2026
NRMSE
Updated 16d ago
Evaluation Results
Method
Method
Links
NRMSE
MFFM (cascade)
Input=LF solution
2026.05
0.3162
DeepONet (residual)
Input=LF solution
2026.05
0.3441
Bilinear
2026.05
0.3635
DeepONet (direct)
Input=xi
2026.05
0.7937
F-FNO
Input=LF solution
2026.05
1.311
FNO (residual)
Input=LF solution
2026.05
2.644
CNO
Input=LF solution
2026.05
9.396
PDE-Refiner
Input=LF solution
2026.05
9.89
FNO (direct)
Input=xi
2026.05
96.72
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