Forecasting on 9 out-of-domain forecasting datasets (test)
0.481MSEUniTS-FT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniTS-FTRatio=20%, Shared=true2024.02 | 0.481 | 0.425 | — | |
| UniTS-FTRatio=15%, Shared=true2024.02 | 0.487 | 0.428 | — | |
| UniTS-PMTRatio=20%, Shared=true2024.02 | 0.494 | 0.435 | — | |
| UniTS-PMTRatio=15%, Shared=true2024.02 | 0.496 | 0.435 | — | |
| UniTS-PMTRatio=5%, Shared=true2024.02 | 0.508 | 0.44 | — | |
| iTransformer-FTRatio=20%, Shared=false2024.02 | 0.51 | 0.438 | — | |
| iTransformer-FTRatio=15%, Shared=false2024.02 | 0.524 | 0.447 | — | |
| UniTS-FTRatio=5%, Shared=true2024.02 | 0.53 | 0.448 | — | |
| iTransformer-FTRatio=5%, Shared=false2024.02 | 0.598 | 0.487 | — |