Regression on Protein (test) (Test Log Likelihood)
3.038Test Log Likelihoodβ-NLL
Evaluation results
| Method | Links | |
|---|---|---|
| β-NLL2026.03 | 3.038 | |
| SampleNet2026.03 | 2.972 | |
| NGBoost2026.03 | 2.86 | |
| NE-GMM2026.03 | 2.825 | |
| MDN2026.03 | 2.776 | |
| Ensemble-NN2026.03 | 2.528 | |
| incTNP-SeqDeployment=Factorised prediction2026.02 | 0.0363 | |
| LBANPDeployment=Factorised prediction2026.02 | -0.0239 | |
| incTNPDeployment=Factorised prediction2026.02 | -0.0281 | |
| CNPDeployment=Factorised prediction2026.02 | -0.1877 | |
| SWAG2023.06 | -0.7 | |
| PCA+VIvariant=SI2023.06 | -0.712 | |
| CIBERcollapsed parameter set=second-to-last layer2023.06 | -0.72 | |
| CIBERcollapsed parameter set=last layer2023.06 | -0.72 | |
| PCA+ESSvariant=SI2023.06 | -0.734 | |
| SGD2023.06 | -0.854 | |
| NL2023.06 | -0.884 | |
| OrthVGP2023.06 | -0.914 | |
| incTNP-Seqdeployment=Factorised2026.02 | -1.116 | |
| TNP-Ddeployment=Factorised2026.02 | -1.152 | |
| TNP-DDeployment=Factorised prediction2026.02 | -1.1524 | |
| LBANPdeployment=Factorised2026.02 | -1.176 | |
| incTNPdeployment=Factorised2026.02 | -1.18 | |
| CNPdeployment=Factorised2026.02 | -1.34 |