Spatiotemporal Forecasting on Global ocean-weather-land 240-day forecast
0.9377RMSEDSLCAST + PNP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSLCAST + PNPcorrection_framework=PnP-Corrector2026.05 | 0.9377 | 0.6727 | |
| DSLCAST2026.05 | 0.9621 | 0.6858 | |
| SIMVP + PNPcorrection_framework=PnP-Corrector2026.05 | 1.1442 | 0.8075 | |
| CONVLSTM + PNPcorrection_framework=PnP-Corrector2026.05 | 1.2412 | 0.9405 | |
| GRAPHCAST + PNPcorrection_framework=PnP-Corrector2026.05 | 1.2504 | 0.94 | |
| SIMVP2026.05 | 1.3894 | 1.1288 | |
| GRAPHCAST2026.05 | 1.6047 | 1.2042 | |
| CONVLSTM2026.05 | 1.8082 | 1.4718 | |
| CIRT + PNPcorrection_framework=PnP-Corrector2026.05 | 1.9165 | 1.0533 | |
| CIRT2026.05 | 2.3083 | 1.1727 | |
| OLA + PNPcorrection_framework=PnP-Corrector2026.05 | 38.2829 | 36.0236 | |
| OLA2026.05 | 100 | 100 |