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Spatiotemporal Inference on Matérn-1-2 simulated 2D grid 1.0 (N=1024)
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0.009
MSE (y_gp vs y_hat)
DeepRV-gMLP
-0.70072
4.08989
8.8805
13.67111
Mar 27, 2025
MSE (y_gp vs y_hat)
Wasserstein Distance (l_gp vs l)
Updated 18d ago
Evaluation Results
Method
Method
Links
MSE (y_gp vs y_hat)
Wasserstein Distance (l_gp vs l)
DeepRV-gMLP
ESS(l)/sec=6.47 ± 2.44...
2025.03
0.009
0.26
INLA
Infer Time (s)=7 ± 0.0...
2025.03
0.411
13.59
DeepRV-MLP
ESS(l)/sec=0.87 ± 0.36...
2025.03
4.895
12.91
Inducing Pts
ESS(l)/sec=8.10 ± 4.68...
2025.03
6.436
9.95
RFF
ESS(l)/sec=0.00 ± 0.00...
2025.03
9.735
15.72
PriorCVAE
ESS(l)/sec=11.98 ± 5.1...
2025.03
17.752
26.64
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