Regression on Year (RMSE)
8.7RMSECARD
Evaluation Results
| Method | Links | |
|---|---|---|
| CARD2022.06 | 8.7 | |
| MC Dropout2022.06 | 8.77 | |
| Deep Ensembles2022.06 | 8.79 | |
| LoMETabEnsemble=true2026.05 | 8.8555 | |
| PBP2022.06 | 8.86 | |
| TabMEnsemble=true2026.05 | 8.8642 | |
| TabMEnsemble=false2026.05 | 8.8705 | |
| MLP†Ensemble=true2026.05 | 8.8753 | |
| ResNetEnsemble=true2026.05 | 8.8755 | |
| LoMETabEnsemble=false2026.05 | 8.8805 | |
| MLPEnsemble=true2026.05 | 8.8931 | |
| MNCAEnsemble=true2026.05 | 8.8977 | |
| T2GEnsemble=true2026.05 | 8.8979 | |
| MLP‡−liteEnsemble=true2026.05 | 8.9063 | |
| MLP‡Ensemble=true2026.05 | 8.9083 | |
| MLP-MixerEnsemble=true2026.05 | 8.9086 | |
| TabREnsemble=true2026.05 | 8.9132 | |
| SNNEnsemble=true2026.05 | 8.9351 | |
| MLP‡−liteEnsemble=false2026.05 | 8.9355 | |
| FT-TEnsemble=true2026.05 | 8.936 | |
| MLP†Ensemble=false2026.05 | 8.9379 | |
| MLP‡Ensemble=false2026.05 | 8.9455 | |
| MNCAEnsemble=false2026.05 | 8.9476 | |
| Excel∗Ensemble=true2026.05 | 8.9551 | |
| MLP-MixerEnsemble=false2026.05 | 8.9589 | |
| AutoIntEnsemble=true2026.05 | 8.9619 | |
| MLPEnsemble=false2026.05 | 8.9628 | |
| ResNetEnsemble=false2026.05 | 8.9658 | |
| TromptEnsemble=false2026.05 | 8.9707 | |
| T2GEnsemble=false2026.05 | 8.9775 | |
| FT-TEnsemble=false2026.05 | 9.0005 | |
| SNNEnsemble=false2026.05 | 9.0054 | |
| CatBoostEnsemble=true2026.05 | 9.0054 | |
| TabREnsemble=false2026.05 | 9.0069 | |
| LightGBMEnsemble=true2026.05 | 9.0128 | |
| LightGBMEnsemble=false2026.05 | 9.02 | |
| XGBoostEnsemble=true2026.05 | 9.0245 | |
| SAINTEnsemble=false2026.05 | 9.0248 | |
| XGBoostEnsemble=false2026.05 | 9.0307 | |
| CatBoostEnsemble=false2026.05 | 9.037 | |
| Excel∗Ensemble=false2026.05 | 9.0395 | |
| AutoIntEnsemble=false2026.05 | 9.043 | |
| DCN2Ensemble=true2026.05 | 9.064 | |
| GCDS2022.06 | 9.2 | |
| DCN2Ensemble=false2026.05 | 9.2761 |