Long-term Time Series Forecasting on ETTm1 (NMAE)
26.8NMAELSG-VAE
Evaluation results
| Method | Links | |
|---|---|---|
| LSG-VAEHorizon=96, Context Length=962026.03 | 26.8 | |
| K2VAEHorizon=96, Context Length=962026.03 | 28.4 | |
| CSDIHorizon=96, Context Length=962026.03 | 30.8 | |
| PatchTSTHorizon=96, Context Length=962026.03 | 32.9 | |
| FITSHorizon=96, Context Length=962026.03 | 34.9 | |
| KoopaHorizon=96, Context Length=962026.03 | 36.2 | |
| iTransformerHorizon=96, Context Length=962026.03 | 36.9 | |
| GRU MAFHorizon=96, Context Length=962026.03 | 40.2 | |
| TSDiffHorizon=96, Context Length=962026.03 | 44.1 | |
| Trans MAFHorizon=96, Context Length=962026.03 | 45.6 | |
| GRU NVPHorizon=96, Context Length=962026.03 | 48.8 | |
| TimeGradHorizon=96, Context Length=962026.03 | 64.5 |