Long-Term Time Series Forecasting on NOAA (NPO-SST) (test)
0.423MSEAdaMamba
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaMambaprediction horizons=Average across all2026.04 | 0.423 | 0.419 | |
| S_Mambaprediction horizons=Average across all2026.04 | 0.429 | 0.423 | |
| Affirmprediction horizons=Average across all2026.04 | 0.432 | 0.423 | |
| STDMambaprediction horizons=Average across all2026.04 | 0.433 | 0.424 | |
| iTransformerprediction horizons=Average across all2026.04 | 0.44 | 0.427 | |
| TimeMachineprediction horizons=Average across all2026.04 | 0.441 | 0.425 | |
| PatchTSTprediction horizons=Average across all2026.04 | 0.486 | 0.45 | |
| ModernTCNprediction horizons=Average across all2026.04 | 0.487 | 0.453 | |
| FreTSprediction horizons=Average across all2026.04 | 0.488 | 0.447 |