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Spatiotemporal Forecasting on Global ocean-weather-land 300-day forecast

0.9671RMSEDSLCAST + PNP
-2.99421623.74466750.4835577.222433May 9, 2026

Evaluation results

MethodLinks
DSLCAST + PNPcorrection_framework=PnP-Corrector2026.050.96710.6973
DSLCAST2026.050.99850.7146
SIMVP + PNPcorrection_framework=PnP-Corrector2026.051.10450.7886
CONVLSTM + PNPcorrection_framework=PnP-Corrector2026.051.2580.9628
GRAPHCAST + PNPcorrection_framework=PnP-Corrector2026.051.30020.9805
SIMVP2026.051.36431.1175
GRAPHCAST2026.051.66411.2562
CONVLSTM2026.051.79991.4682
CIRT + PNPcorrection_framework=PnP-Corrector2026.051.87991.0252
CIRT2026.052.25771.1378
OLA + PNPcorrection_framework=PnP-Corrector2026.0538.308336.0498
OLA2026.05100100