Long-Term Time Series Forecasting on NOAA INO-SST (test)
0.435MSEAdaMamba
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AdaMambaprediction horizons=Average across all2026.04 | 0.435 | 0.491 | |
| S_Mambaprediction horizons=Average across all2026.04 | 0.449 | 0.507 | |
| TimeMachineprediction horizons=Average across all2026.04 | 0.452 | 0.496 | |
| iTransformerprediction horizons=Average across all2026.04 | 0.456 | 0.499 | |
| STDMambaprediction horizons=Average across all2026.04 | 0.461 | 0.507 | |
| FreTSprediction horizons=Average across all2026.04 | 0.462 | 0.508 | |
| ModernTCNprediction horizons=Average across all2026.04 | 0.462 | 0.512 | |
| Affirmprediction horizons=Average across all2026.04 | 0.482 | 0.517 | |
| PatchTSTprediction horizons=Average across all2026.04 | 0.492 | 0.523 |