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Random Field Reconstruction on Random Field Model Example 3 Eq. (29) (test)

0.018Avg Relative Error (mean)CVAE
0.0110440.0579970.104950.151903Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CVAEDimension of x and y=12026.060.0180.9363
CVAE (RBF)Dimension of x and y=12026.060.01850.9212
CVAEDimension of x and y=22026.060.03390.8998
CVAE (RBF)Dimension of x and y=22026.060.03460.8776
hierarchical RBF-SKANDimension of x and y=12026.060.04490.2798
CVAEDimension of x and y=32026.060.04560.9179
CNF (GELU)Dimension of x and y=12026.060.04560.3063
CVAE (RBF)Dimension of x and y=32026.060.0470.9355
hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=12026.060.04740.2767
CNF (RBF)Dimension of x and y=12026.060.04790.2815
CVAE (RBF)Dimension of x and y=42026.060.05860.92
CVAEDimension of x and y=42026.060.06110.9176
CVAE (RBF)Dimension of x and y=52026.060.06640.7858
CVAEDimension of x and y=52026.060.06660.7921
CNF (GELU)Dimension of x and y=22026.060.0740.2985
hierarchical RBF-SKANDimension of x and y=22026.060.07710.2836
hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=22026.060.07760.2524
CNF (RBF)Dimension of x and y=22026.060.07970.2854
CNF (GELU)Dimension of x and y=32026.060.12990.3089
CNF (RBF)Dimension of x and y=32026.060.13030.3261
hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=32026.060.1330.269
hierarchical RBF-SKANDimension of x and y=32026.060.13560.2841
hierarchical RBF-SKANDimension of x and y=42026.060.13920.2488
hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=42026.060.140.238
CNF (RBF)Dimension of x and y=42026.060.14980.3369
CNF (GELU)Dimension of x and y=42026.060.15150.3316
hierarchical RBF-SKANDimension of x and y=52026.060.1830.2916
hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=52026.060.18580.3535
CNF (GELU)Dimension of x and y=52026.060.18770.3573
CNF (RBF)Dimension of x and y=52026.060.19190.3688