Regression on 1-D GP synthetic (ID)
-0.406Log-likelihoodTNP
Evaluation results
| Method | Links | |
|---|---|---|
| TNPtype=Standard2024.06 | -0.406 | |
| TNPfixed_inputs=tilde{T}, approximate_equivariance=true2024.06 | -0.406 | |
| RelaxedConvCNPfixed_inputs=tilde{T}, approximate_equivariance=true2024.06 | -0.419 | |
| ConvCNPfixed_inputs=tilde{T}, approximate_equivariance=true2024.06 | -0.43 | |
| EquivCNPfixed_inputs=tilde{E}, approximate_equivariance=true2024.06 | -0.435 | |
| ConvCNPfixed_inputs=T, equivariance=Strictly equivariant2024.06 | -0.499 | |
| TNPfixed_inputs=hat{I}2024.06 | -0.5 | |
| EquivCNPfixed_inputs=E, equivariance=Strictly equivariant2024.06 | -0.504 |