Spatio-temporal Forecasting on UrbanEV (test)
29.05MAPEST-Prune
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ST-PruneRemaining Ratio %=70%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 29.05 | — | |
| ST-PruneRemaining Ratio %=50%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 29.15 | — | |
| ST-PruneRemaining Ratio %=30%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 29.42 | — | |
| ST-PruneRemaining Ratio %=10%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 29.56 | — | |
| InfoBatchRemaining Ratio %=70%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 29.83 | — | |
| Whole DatasetRemaining Ratio %=100%, Pruning Category=None, Backbone=ST backbone2026.02 | 29.83 | — | |
| GraNdRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.2 | — | |
| InfoBatchRemaining Ratio %=50%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.24 | — | |
| UCBRemaining Ratio %=70%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.29 | — | |
| e-greedyRemaining Ratio %=70%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.3 | — | |
| Soft RandomRemaining Ratio %=70%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.35 | — | |
| CDRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.4 | — | |
| UCBRemaining Ratio %=50%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.43 | — | |
| e-greedyRemaining Ratio %=50%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.46 | — | |
| Soft RandomRemaining Ratio %=50%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.48 | — | |
| EntropyRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.49 | — | |
| Least ConfidenceRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.55 | — | |
| ForgettingRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.63 | — | |
| EntropyRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.65 | — | |
| Hard RandomRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.69 | — | |
| K-MeansRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.69 | — | |
| ForgettingRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.69 | — | |
| GraphCutRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.76 | — | |
| InfoBatchRemaining Ratio %=30%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.78 | — | |
| CalRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.81 | — | |
| MarginRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.89 | — | |
| GraNdRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.9 | — | |
| HerdingRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.94 | — | |
| K-MeansRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.96 | — | |
| HerdingRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.97 | — | |
| HerdingRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.97 | — | |
| Least ConfidenceRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 30.98 | — | |
| e-greedyRemaining Ratio %=30%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 30.98 | — | |
| CDRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.01 | — | |
| FaLoRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.01 | — | |
| UCBRemaining Ratio %=30%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 31.08 | — | |
| EntropyRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.2 | — | |
| GraphCutRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.23 | — | |
| FaLoRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.23 | — | |
| GlisterRemaining Ratio %=70%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.26 | — | |
| Soft RandomRemaining Ratio %=30%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 31.34 | — | |
| ForgettingRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.36 | — | |
| CalRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.45 | — | |
| GraphCutRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.49 | — | |
| Hard RandomRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.52 | — | |
| GraNdRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.71 | — | |
| FaLoRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.72 | — | |
| K-MeansRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.85 | — | |
| MarginRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.89 | — | |
| Hard RandomRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 31.9 | — | |
| InfoBatchRemaining Ratio %=10%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 32.02 | — | |
| CDRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 32.2 | — | |
| CalRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 32.25 | — | |
| MarginRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 32.73 | — | |
| GlisterRemaining Ratio %=50%, Pruning Category=Static, Backbone=ST backbone2026.02 | 32.78 | — | |
| ForgettingRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 32.84 | — | |
| UCBRemaining Ratio %=10%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 33.24 | — | |
| e-greedyRemaining Ratio %=10%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 33.25 | — | |
| Soft RandomRemaining Ratio %=10%, Pruning Category=Dynamic, Backbone=ST backbone2026.02 | 33.55 | — | |
| GlisterRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 33.65 | — | |
| GlisterRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 33.7 | — | |
| CalRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 33.77 | — | |
| Least ConfidenceRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 34.23 | — | |
| HerdingRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 34.63 | — | |
| FaLoRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 35.07 | — | |
| GraNdRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 35.26 | — | |
| GraphCutRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 35.73 | — | |
| Hard RandomRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 35.89 | — | |
| EntropyRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 36.42 | — | |
| Least ConfidenceRemaining Ratio %=30%, Pruning Category=Static, Backbone=ST backbone2026.02 | 36.87 | — | |
| MarginRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 37.21 | — | |
| CDRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 38.37 | — | |
| K-MeansRemaining Ratio %=10%, Pruning Category=Static, Backbone=ST backbone2026.02 | 38.45 | — | |
| CalRemaining Ratio %=10%, Category=Static2026.02 | — | 4.22 | |
| CalRemaining Ratio %=30%, Category=Static2026.02 | — | 3.99 | |
| CalRemaining Ratio %=50%, Category=Static2026.02 | — | 3.83 | |
| CalRemaining Ratio %=70%, Category=Static2026.02 | — | 3.75 | |
| CDRemaining Ratio %=10%, Category=Static2026.02 | — | 4.34 | |
| CDRemaining Ratio %=30%, Category=Static2026.02 | — | 3.95 | |
| CDRemaining Ratio %=50%, Category=Static2026.02 | — | 3.81 | |
| CDRemaining Ratio %=70%, Category=Static2026.02 | — | 3.79 | |
| EntropyRemaining Ratio %=10%, Category=Static2026.02 | — | 4.32 | |
| EntropyRemaining Ratio %=30%, Category=Static2026.02 | — | 3.96 | |
| EntropyRemaining Ratio %=50%, Category=Static2026.02 | — | 3.81 | |
| EntropyRemaining Ratio %=70%, Category=Static2026.02 | — | 3.76 | |
| epsilon-greedyRemaining Ratio %=10%, Category=Dynamic2026.02 | — | 4.15 | |
| epsilon-greedyRemaining Ratio %=30%, Category=Dynamic2026.02 | — | 3.84 | |
| epsilon-greedyRemaining Ratio %=50%, Category=Dynamic2026.02 | — | 3.85 | |
| epsilon-greedyRemaining Ratio %=70%, Category=Dynamic2026.02 | — | 3.77 | |
| FaLoRemaining Ratio %=10%, Category=Static2026.02 | — | 4.36 | |
| FaLoRemaining Ratio %=30%, Category=Static2026.02 | — | 3.96 | |
| FaLoRemaining Ratio %=50%, Category=Static2026.02 | — | 3.85 | |
| FaLoRemaining Ratio %=70%, Category=Static2026.02 | — | 3.79 | |
| ForgettingRemaining Ratio %=10%, Category=Static2026.02 | — | 4.24 | |
| ForgettingRemaining Ratio %=30%, Category=Static2026.02 | — | 3.97 | |
| ForgettingRemaining Ratio %=50%, Category=Static2026.02 | — | 3.8 | |
| ForgettingRemaining Ratio %=70%, Category=Static2026.02 | — | 3.74 | |
| GlisterRemaining Ratio %=10%, Category=Static2026.02 | — | 4.29 | |
| GlisterRemaining Ratio %=30%, Category=Static2026.02 | — | 4.13 | |
| GlisterRemaining Ratio %=50%, Category=Static2026.02 | — | 3.9 |