Long-Term Time Series Forecasting on KnowAir PM2.5-bthsa (test)
1,206.149MSEAdaMamba
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaMambaprediction horizons=Average across all2026.04 | 1,206.149 | 22.281 | |
| TimeMachineprediction horizons=Average across all2026.04 | 1,209.124 | 22.111 | |
| iTransformerprediction horizons=Average across all2026.04 | 1,210.722 | 22.315 | |
| S_Mambaprediction horizons=Average across all2026.04 | 1,214.146 | 22.372 | |
| STDMambaprediction horizons=Average across all2026.04 | 1,217.616 | 22.483 | |
| FreTSprediction horizons=Average across all2026.04 | 1,222.688 | 25.282 | |
| PatchTSTprediction horizons=Average across all2026.04 | 1,223.61 | 22.414 | |
| Affirmprediction horizons=Average across all2026.04 | 1,241.497 | 22.63 | |
| ModernTCNprediction horizons=Average across all2026.04 | 1,276.572 | 23 |