Sales Forecasting on Rossmann
798.023RMSEHyper-Tree-AR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Hyper-Tree-ARRuntime (Minutes)=8.8802024.05 | 798.023 | 8.83 | 9.023 | 8.881 | 622.134 | 35.8 | |
| LightGBM-ARRuntime (Minutes)=0.1892024.05 | 806.228 | 9.187 | 8.898 | 8.997 | 622.404 | 35.9 | |
| TFTRuntime (Minutes)=11.3282024.05 | 822.939 | 9.258 | 8.913 | 8.982 | 624.228 | 35.7 | |
| Hyper-TreeNet-ARRuntime (Minutes)=0.6932024.05 | 857.004 | 9.437 | 9.597 | 9.449 | 664.496 | 38.5 | |
| Deep-ARRuntime (Minutes)=8.4822024.05 | 860.314 | 9.897 | 9.342 | 9.609 | 665.007 | 38.3 | |
| LightGBMRuntime (Minutes)=0.1552024.05 | 895.679 | 10.456 | 10.559 | 10.352 | 712.08 | 42.3 | |
| ChronosRuntime (Minutes)=20.1372024.05 | 1,140.4 | 12.799 | 12.26 | 12.284 | 857.111 | 48.7 | |
| PPHH-VFL2026.05 | 1,652.24 | — | — | — | — | — | |
| VFL+MPC2026.05 | 2,786.87 | — | — | — | — | — |