Regression on Airline
4.946NLLGAPA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GAPA2026.02 | 4.946 | 18.068 | 0.103 | |
| GAPA2026.02 | 4.946 | 18.068 | 0.103 | |
| VaLLAinducing inputs=1002026.02 | 4.963 | 18.814 | 0.099 | |
| VaLLA100config_parameter=1002026.02 | 4.963 | 18.814 | 0.099 | |
| VaLLAinducing inputs=2002026.02 | 4.965 | 18.788 | 0.098 | |
| VaLLA200config_parameter=2002026.02 | 4.965 | 18.788 | 0.098 | |
| Ensemble2026.02 | 5.053 | 18.205 | 0.933 | |
| Ensemble2026.02 | 5.053 | 18.205 | 0.933 | |
| Dropout2026.02 | 5.102 | 19.066 | 0.938 | |
| Dropout2026.02 | 5.102 | 19.066 | 0.938 | |
| MAPBackbone=True2026.02 | 5.121 | 18.695 | 0.148 | |
| MAP2026.02 | 5.121 | 18.695 | 0.148 | |
| LLA Diag2026.02 | 5.125 | 18.648 | 0.143 | |
| LLA DiagHessian Approximation=Diagonal2026.02 | 5.125 | 18.648 | 0.143 | |
| LLA KFAC2026.02 | 5.127 | 18.631 | 0.142 | |
| LLA*last-layer variant=True2026.02 | 5.127 | 18.631 | 0.141 | |
| LLA* KFAClast-layer variant=True2026.02 | 5.127 | 18.631 | 0.141 | |
| LLA KFACHessian Approximation=KFAC2026.02 | 5.127 | 18.631 | 0.142 | |
| LLA*Hessian Approximation=Diagonal, Variant=Last-layer2026.02 | 5.127 | 18.631 | 0.141 | |
| LLA*KFACHessian Approximation=KFAC, Variant=Last-layer2026.02 | 5.127 | 18.631 | 0.141 | |
| ELLA2026.02 | 5.388 | 21.671 | 0.413 | |
| ELLA2026.02 | 5.388 | 21.671 | 0.413 |