Long-term Time Series Forecasting on KnowAir
940.284O3 MSE (bthsa)AdaMamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdaMambaInput length=72, Prediction horizon=722026.04 | 940.284 | 23.109 | 1,206.149 | 22.281 | |
| TimeMachineInput length=72, Prediction horizon=722026.04 | 967.756 | 23.362 | 1,209.124 | 22.111 | |
| STDMambaInput length=72, Prediction horizon=722026.04 | 977.506 | 23.574 | 1,217.616 | 22.483 | |
| PatchTSTInput length=72, Prediction horizon=722026.04 | 992.864 | 23.713 | 1,223.61 | 22.414 | |
| iTransformerInput length=72, Prediction horizon=722026.04 | 994.821 | 23.667 | 1,210.722 | 22.315 | |
| FreTSInput length=72, Prediction horizon=722026.04 | 1,006.537 | 24.011 | 1,222.688 | 25.282 | |
| S_MambaInput length=72, Prediction horizon=722026.04 | 1,017.048 | 24.009 | 1,214.146 | 22.372 | |
| ModernTCNInput length=72, Prediction horizon=722026.04 | 1,018.678 | 24.034 | 1,276.572 | 23 | |
| AffirmInput length=72, Prediction horizon=722026.04 | 1,031.018 | 24.138 | 1,241.497 | 22.63 |