Probabilistic Time Series Forecasting on ILI (CRPS, NMAE)
0.13CRPSLSG-VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LSG-VAEHorizon (L)=7202026.03 | 0.13 | 15.5 | |
| K2VAEHorizon (L)=7202026.03 | 0.142 | 16.7 | |
| Trans MAFHorizon (L)=7202026.03 | 0.155 | 18.3 | |
| GRU MAFHorizon (L)=7202026.03 | 0.172 | 21.6 | |
| FITSHorizon (L)=7202026.03 | 0.211 | 24.5 | |
| iTransformerHorizon (L)=7202026.03 | 0.222 | 27.8 | |
| KoopaHorizon (L)=7202026.03 | 0.228 | 28.8 | |
| PatchTSTHorizon (L)=7202026.03 | 0.233 | 28.7 | |
| TSDiffHorizon (L)=7202026.03 | 0.263 | 27.2 | |
| CSDIHorizon (L)=7202026.03 | 0.283 | 29.9 | |
| TimeGradHorizon (L)=7202026.03 | 0.295 | 32.5 | |
| GRU NVPHorizon (L)=7202026.03 | 0.307 | 33.3 |