Probabilistic Time Series Forecasting on Weather (CRPS, NMAE)
0.073CRPSLSG-VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LSG-VAEHorizon (L)=7202026.03 | 0.073 | 0.086 | |
| K2VAEHorizon (L)=7202026.03 | 0.084 | 0.099 | |
| CSDIHorizon (L)=7202026.03 | 0.087 | 0.102 | |
| GRU NVPHorizon (L)=7202026.03 | 0.11 | 0.135 | |
| Trans MAFHorizon (L)=7202026.03 | 0.113 | 0.148 | |
| TimeGradHorizon (L)=7202026.03 | 0.113 | 0.136 | |
| GRU MAFHorizon (L)=7202026.03 | 0.122 | 0.149 | |
| iTransformerHorizon (L)=7202026.03 | 0.133 | 0.147 | |
| KoopaHorizon (L)=7202026.03 | 0.14 | 0.162 | |
| PatchTSTHorizon (L)=7202026.03 | 0.142 | 0.152 | |
| TSDiffHorizon (L)=7202026.03 | 0.152 | 0.141 | |
| FITSHorizon (L)=7202026.03 | 0.267 | 0.317 |