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ResearchFormerly WizWand

Regression on Synthetic Matérn-5/2 Interpolation (INT)

0Normalized KL DivergenceConvGNP
-0.04240.24380.530.8162Jun 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ConvGNPInput dimension (dx)=12023.060
RGNPArchitecture=Stationary, Input dimension (dx)=12023.060.01
ConvGNPInput dimension (dx)=22023.060.01
GNPInput dimension (dx)=12023.060.02
RGNPArchitecture=Stationary, Input dimension (dx)=22023.060.03
FullRGNPArchitecture=Isotropic, Input dimension (dx)=12023.060.03
RGNPArchitecture=Stationary, Input dimension (dx)=32023.060.05
GNPInput dimension (dx)=22023.060.07
FullRGNPArchitecture=Isotropic, Input dimension (dx)=22023.060.09
RGNPArchitecture=Stationary, Input dimension (dx)=52023.060.11
GNPInput dimension (dx)=32023.060.11
FullRGNPArchitecture=Isotropic, Input dimension (dx)=32023.060.16
GNPInput dimension (dx)=52023.060.19
FullRGNPArchitecture=Isotropic, Input dimension (dx)=52023.060.21
ConvCNPInput dimension (dx)=12023.060.24
RCNPArchitecture=Stationary, Input dimension (dx)=12023.060.25
FullRCNPArchitecture=Isotropic, Input dimension (dx)=12023.060.25
ConvCNPInput dimension (dx)=22023.060.26
FullRCNPArchitecture=Isotropic, Input dimension (dx)=52023.060.29
CNPInput dimension (dx)=12023.060.29
RCNPArchitecture=Stationary, Input dimension (dx)=22023.060.3
FullRCNPArchitecture=Isotropic, Input dimension (dx)=22023.060.3
FullRCNPArchitecture=Isotropic, Input dimension (dx)=32023.060.32
RCNPArchitecture=Stationary, Input dimension (dx)=52023.060.35
RCNPArchitecture=Stationary, Input dimension (dx)=32023.060.39
CNPInput dimension (dx)=22023.060.39
CNPInput dimension (dx)=32023.060.46
CNPInput dimension (dx)=52023.060.47
TrivialInput dimension (dx)=52023.060.79
TrivialInput dimension (dx)=32023.060.98
TrivialInput dimension (dx)=12023.061.04
TrivialInput dimension (dx)=22023.061.06