Regression on TabRed weather
1.3899RMSETabPack
Evaluation results
| Method | Links | |
|---|---|---|
| TabPackTraining set size=13.6M, #Features=103, Evaluation protocol=single-run tuning-free workflow, pbase=4, pens=82026.07 | 1.3899 | |
| TabMTraining set size=13.6M, #Features=103, Evaluation protocol=reused tuned hyperparameters2026.07 | 1.4065 | |
| XGBoostTraining set size=13.6M, #Features=103, Evaluation protocol=reused tuned hyperparameters2026.07 | 1.4158 | |
| MLPTraining set size=13.6M, #Features=103, Evaluation protocol=reused tuned hyperparameters2026.07 | 1.4567 | |
| LassoFlexNet2026.03 | 1.5591 | |
| XGBoost2026.03 | 1.5632 | |
| CatBoost2026.03 | 1.5922 | |
| LightGBM2026.03 | 1.6272 | |
| TabM-mini2026.03 | 2.2434 | |
| RF2026.03 | 2.4514 |