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Benchmarks
PDE Reconstruction on Advection-Diffusion homogeneous case (test)
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0.08
RMSE
LatentPDE-MAP
0.07644
0.10047
0.1245
0.14853
Apr 26, 2026
RMSE
PSD
MAE
CRPS
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
PSD
MAE
CRPS
LatentPDE-MAP
Prior=MAP
2026.04
0.08
1.049
-
0.058
LatentPDE-Enc
Prior=Encoder
2026.04
0.082
1.092
-
0.062
EnKF
Prior selection=Lowest...
2026.04
0.082
12.5
-
0.064
3D-Var
Prior selection=Lowest...
2026.04
0.131
9.012
0.069
-
PINN
2026.04
0.169
8.224
0.136
-
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