Spatiotemporal Forecasting on Global ocean-weather-land 180-day forecast
0.8979RMSEDSLCAST + PNP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSLCAST + PNPcorrection_framework=PnP-Corrector2026.05 | 0.8979 | 0.6422 | |
| DSLCAST2026.05 | 0.9154 | 0.652 | |
| SIMVP + PNPcorrection_framework=PnP-Corrector2026.05 | 1.1232 | 0.7839 | |
| GRAPHCAST + PNPcorrection_framework=PnP-Corrector2026.05 | 1.1726 | 0.8801 | |
| CONVLSTM + PNPcorrection_framework=PnP-Corrector2026.05 | 1.2093 | 0.906 | |
| SIMVP2026.05 | 1.3696 | 1.1111 | |
| GRAPHCAST2026.05 | 1.4387 | 1.0659 | |
| CONVLSTM2026.05 | 1.7687 | 1.439 | |
| CIRT + PNPcorrection_framework=PnP-Corrector2026.05 | 1.9153 | 1.0536 | |
| CIRT2026.05 | 2.297 | 1.166 | |
| OLA + PNPcorrection_framework=PnP-Corrector2026.05 | 38.2758 | 36.017 | |
| OLA2026.05 | 100 | 100 |