Regression on Synthetic Matérn-5/2 Interpolation (INT)
0Normalized KL DivergenceConvGNP
Evaluation Results
| Method | Links | |
|---|---|---|
| ConvGNPInput dimension (dx)=12023.06 | 0 | |
| RGNPArchitecture=Stationary, Input dimension (dx)=12023.06 | 0.01 | |
| ConvGNPInput dimension (dx)=22023.06 | 0.01 | |
| GNPInput dimension (dx)=12023.06 | 0.02 | |
| RGNPArchitecture=Stationary, Input dimension (dx)=22023.06 | 0.03 | |
| FullRGNPArchitecture=Isotropic, Input dimension (dx)=12023.06 | 0.03 | |
| RGNPArchitecture=Stationary, Input dimension (dx)=32023.06 | 0.05 | |
| GNPInput dimension (dx)=22023.06 | 0.07 | |
| FullRGNPArchitecture=Isotropic, Input dimension (dx)=22023.06 | 0.09 | |
| RGNPArchitecture=Stationary, Input dimension (dx)=52023.06 | 0.11 | |
| GNPInput dimension (dx)=32023.06 | 0.11 | |
| FullRGNPArchitecture=Isotropic, Input dimension (dx)=32023.06 | 0.16 | |
| GNPInput dimension (dx)=52023.06 | 0.19 | |
| FullRGNPArchitecture=Isotropic, Input dimension (dx)=52023.06 | 0.21 | |
| ConvCNPInput dimension (dx)=12023.06 | 0.24 | |
| RCNPArchitecture=Stationary, Input dimension (dx)=12023.06 | 0.25 | |
| FullRCNPArchitecture=Isotropic, Input dimension (dx)=12023.06 | 0.25 | |
| ConvCNPInput dimension (dx)=22023.06 | 0.26 | |
| FullRCNPArchitecture=Isotropic, Input dimension (dx)=52023.06 | 0.29 | |
| CNPInput dimension (dx)=12023.06 | 0.29 | |
| RCNPArchitecture=Stationary, Input dimension (dx)=22023.06 | 0.3 | |
| FullRCNPArchitecture=Isotropic, Input dimension (dx)=22023.06 | 0.3 | |
| FullRCNPArchitecture=Isotropic, Input dimension (dx)=32023.06 | 0.32 | |
| RCNPArchitecture=Stationary, Input dimension (dx)=52023.06 | 0.35 | |
| RCNPArchitecture=Stationary, Input dimension (dx)=32023.06 | 0.39 | |
| CNPInput dimension (dx)=22023.06 | 0.39 | |
| CNPInput dimension (dx)=32023.06 | 0.46 | |
| CNPInput dimension (dx)=52023.06 | 0.47 | |
| TrivialInput dimension (dx)=52023.06 | 0.79 | |
| TrivialInput dimension (dx)=32023.06 | 0.98 | |
| TrivialInput dimension (dx)=12023.06 | 1.04 | |
| TrivialInput dimension (dx)=22023.06 | 1.06 |