Multivariate Time Series Forecasting on Multi100
71.7Relative MSECATS (2L)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATS (2L)Forecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 71.7 | 0.018 | |
| ARMForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 80.7 | 0.02 | |
| 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 | 111.4 | 0.028 | |
| FedFormerForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 232.6 | 0.058 | |
| InformerForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 445.8 | 0.112 | |
| AutoformerForecasting horizons (Lp)=Average of {96, 192, 336, 720}, Input length (Li)=7202024.03 | 475.1 | 0.119 |