Spatiotemporal Forecasting on Global ocean-weather-land 300-day forecast
0.9671RMSEDSLCAST + PNP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSLCAST + PNPcorrection_framework=PnP-Corrector2026.05 | 0.9671 | 0.6973 | |
| DSLCAST2026.05 | 0.9985 | 0.7146 | |
| SIMVP + PNPcorrection_framework=PnP-Corrector2026.05 | 1.1045 | 0.7886 | |
| CONVLSTM + PNPcorrection_framework=PnP-Corrector2026.05 | 1.258 | 0.9628 | |
| GRAPHCAST + PNPcorrection_framework=PnP-Corrector2026.05 | 1.3002 | 0.9805 | |
| SIMVP2026.05 | 1.3643 | 1.1175 | |
| GRAPHCAST2026.05 | 1.6641 | 1.2562 | |
| CONVLSTM2026.05 | 1.7999 | 1.4682 | |
| CIRT + PNPcorrection_framework=PnP-Corrector2026.05 | 1.8799 | 1.0252 | |
| CIRT2026.05 | 2.2577 | 1.1378 | |
| OLA + PNPcorrection_framework=PnP-Corrector2026.05 | 38.3083 | 36.0498 | |
| OLA2026.05 | 100 | 100 |