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Spatiotemporal Forecasting on Global ocean-weather-land 180-day forecast

0.8979RMSEDSLCAST + PNP
-3.06618423.69138350.4489577.206517May 9, 2026

Evaluation results

MethodLinks
DSLCAST + PNPcorrection_framework=PnP-Corrector2026.050.89790.6422
DSLCAST2026.050.91540.652
SIMVP + PNPcorrection_framework=PnP-Corrector2026.051.12320.7839
GRAPHCAST + PNPcorrection_framework=PnP-Corrector2026.051.17260.8801
CONVLSTM + PNPcorrection_framework=PnP-Corrector2026.051.20930.906
SIMVP2026.051.36961.1111
GRAPHCAST2026.051.43871.0659
CONVLSTM2026.051.76871.439
CIRT + PNPcorrection_framework=PnP-Corrector2026.051.91531.0536
CIRT2026.052.2971.166
OLA + PNPcorrection_framework=PnP-Corrector2026.0538.275836.017
OLA2026.05100100