Covariate Selection for Forecasting on Rossmann Store Sales
0.96Mean NDCGOurs-Cluster
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours-ClusterModel=FMTimeSeries2026.06 | 0.96 | 72 | |
| Ours-ClusterModel=CatBoostRegressor2026.06 | 0.95 | 62 | |
| Ours-ClusterModel=Chronos-22026.06 | 0.95 | 97 | |
| OursModel=CatBoostRegressor2026.06 | 0.94 | 29 | |
| OursModel=FMTimeSeries2026.06 | 0.93 | 0 | |
| Ours-ClusterModel=DeepAR2026.06 | 0.92 | 65 | |
| MixtureModel=FMTimeSeries2026.06 | 0.92 | 28 | |
| OursModel=Chronos-22026.06 | 0.92 | 1 | |
| OursModel=DeepAR2026.06 | 0.9 | 23 | |
| RossModel=CatBoostRegressor2026.06 | 0.85 | 4 | |
| RossModel=FMTimeSeries2026.06 | 0.82 | 0 | |
| RossModel=DeepAR2026.06 | 0.78 | 2 | |
| MixtureModel=Chronos-22026.06 | 0.77 | 2 | |
| MixtureModel=DeepAR2026.06 | 0.76 | 10 | |
| MixtureModel=CatBoostRegressor2026.06 | 0.75 | 5 | |
| RossModel=Chronos-22026.06 | 0.72 | 0 |