Regression on ELEVATORS (test)
0.0029RMSEeM-KOFL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| eM-KOFL2024.04 | 0.0029 | — | 0.0445 | — | |
| FOMD-OMSJ=22024.04 | 0.0032 | — | 0.0087 | — | |
| POF-MKL2024.04 | 0.0081 | — | 0.052 | — | |
| DKL2023.06 | 0.084 | — | — | — | |
| CIBERstage=SECOND2023.06 | 0.088 | — | — | — | |
| CIBERstage=LAST2023.06 | 0.088 | — | — | — | |
| SWAG2023.06 | 0.088 | — | — | — | |
| PCA+VImode=SI2023.06 | 0.088 | — | — | — | |
| PCA+ESSmode=SI2023.06 | 0.089 | — | — | — | |
| FF2023.06 | 0.089 | — | — | — | |
| ORTHVGP2023.06 | 0.095 | — | — | — | |
| NL2023.06 | 0.101 | — | — | — | |
| SGD2023.06 | 0.103 | — | — | — | |
| MATÉRN (BBMM)n=10623, d=18, GPU=Tesla V100-SXM2-32GB, Feature transformation=ECDF, Precision=Pnew2022.10 | 0.394 | 0.619 | — | — | |
| SVGPn=10623, d=18, GPU=Tesla V100-SXM2-32GB, Feature transformation=ECDF, Precision=Pnew2022.10 | 0.399 | 0.519 | — | — | |
| SGPRn=10623, d=18, GPU=Tesla V100-SXM2-32GB, Feature transformation=ECDF, Precision=Pnew2022.10 | 0.437 | 0.58 | — | — | |
| BTn=10623, d=18, GPU=Tesla V100-SXM2-16GB, Feature transformation=ECDF, Precision=Pnew2022.10 | 0.476 | 0.646 | — | — | |
| BTEn=10623, d=18, GPU=Tesla V100-SXM2-16GB, Feature transformation=ECDF, Precision=Pnew2022.10 | 0.478 | 0.649 | — | — | |
| Simplex-GPn=10623, d=18, GPU=Tesla V100-SXM2-32GB, Feature transformation=ECDF, Precision=Pnew2022.10 | 0.51 | 1.6 | — | — | |
| CIBERcollapsed parameter set=second-to-last layer2023.06 | — | — | — | -0.378 | |
| CIBERcollapsed parameter set=last layer2023.06 | — | — | — | -0.371 | |
| CNPDeployment=Factorised prediction2026.02 | — | — | — | -0.9417 | |
| CNPdeployment=Factorised2026.02 | — | — | — | -1.264 | |
| incTNPDeployment=Factorised prediction2026.02 | — | — | — | -0.0235 | |
| incTNPdeployment=Factorised2026.02 | — | — | — | -0.346 | |
| incTNP-SeqDeployment=Factorised prediction2026.02 | — | — | — | -0.0086 | |
| incTNP-Seqdeployment=Factorised2026.02 | — | — | — | -0.331 | |
| LBANPDeployment=Factorised prediction2026.02 | — | — | — | -0.2048 | |
| LBANPdeployment=Factorised2026.02 | — | — | — | -0.527 | |
| NL2023.06 | — | — | — | -0.698 | |
| OrthVGP2023.06 | — | — | — | -0.448 | |
| PCA+ESSvariant=SI2023.06 | — | — | — | -0.331 | |
| PCA+VIvariant=SI2023.06 | — | — | — | -0.325 | |
| SGD2023.06 | — | — | — | -0.538 | |
| SWAG2023.06 | — | — | — | -0.374 | |
| TNP-DDeployment=Factorised prediction2026.02 | — | — | — | -0.3219 | |
| TNP-Ddeployment=Factorised2026.02 | — | — | — | -0.322 |