Time Series Forecasting on pems03 (CRPS)
0.0386CRPSTransformer
Evaluation results
| Method | Links | |
|---|---|---|
| Transformertime-dependent error modeling=w/2024.02 | 0.0386 | |
| Transformertime-dependent error modeling=w/o2024.02 | 0.049 | |
| GPVartime-dependent error modeling=w/2024.02 | 0.0491 | |
| GPVartime-dependent error modeling=w/o2024.02 | 0.0503 | |
| VAR2024.02 | 0.0598 | |
| TransformerModel Backbone=Transformer, Time-dependent error modeling=w/2024.02 | 0.0735 | |
| TransformerModel Backbone=Transformer, Time-dependent error modeling=w/o2024.02 | 0.0826 | |
| GPVarModel Backbone=GPVar, Time-dependent error modeling=w/o2024.02 | 0.0828 | |
| GPVarModel Backbone=GPVar, Time-dependent error modeling=w/2024.02 | 0.0835 | |
| VARModel Backbone=VAR, Time-dependent error modeling=w/o2024.02 | 0.1144 | |
| GARCH2024.02 | 0.3202 | |
| GARCHModel Backbone=GARCH, Time-dependent error modeling=w/o2024.02 | 0.3533 |