Future state forecasting on Sea Surface Temperature (SST) OOD 2020-2021
0.512nMSE (Mean)iMOOE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| iMOOEZero-shot OOD evaluation=true, Input steps=4, Prediction steps=62025.09 | 0.512 | 0.236 | 0.0344 | 0.005 | |
| DPOTZero-shot OOD evaluation=true, Input steps=4, Prediction steps=62025.09 | 0.556 | 0.243 | 0.0365 | 0.0052 | |
| DyAdZero-shot OOD evaluation=true, Input steps=4, Prediction steps=62025.09 | 0.587 | 0.244 | 0.0379 | 0.0052 | |
| CAPEZero-shot OOD evaluation=true, Input steps=4, Prediction steps=62025.09 | 0.651 | 0.281 | 0.0384 | 0.0056 | |
| VCNeFZero-shot OOD evaluation=true, Input steps=4, Prediction steps=62025.09 | 0.669 | 0.267 | 0.0461 | 0.0064 | |
| GEPSZero-shot OOD evaluation=true, Input steps=4, Prediction steps=62025.09 | 0.824 | 0.308 | 0.0528 | 0.006 |