Multivariate Time Series Forecasting on Multi50
73.6Relative MSE (%)CATS (2L)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATS (2L)Forecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 73.6 | 0.018 | |
| ARMForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 82.7 | 0.021 | |
| DLinearForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 100 | 0.025 | |
| PatchTSTForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 112.3 | 0.028 | |
| FedFormerForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 241.3 | 0.06 | |
| AutoformerForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 291.9 | 0.072 | |
| InformerForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 417.6 | 0.104 |