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Spatiotemporal Forecasting on Global ocean-weather-land 240-day forecast

0.9377RMSEDSLCAST + PNP
-3.02479223.72202950.4688577.215671May 9, 2026

Evaluation results

MethodLinks
DSLCAST + PNPcorrection_framework=PnP-Corrector2026.050.93770.6727
DSLCAST2026.050.96210.6858
SIMVP + PNPcorrection_framework=PnP-Corrector2026.051.14420.8075
CONVLSTM + PNPcorrection_framework=PnP-Corrector2026.051.24120.9405
GRAPHCAST + PNPcorrection_framework=PnP-Corrector2026.051.25040.94
SIMVP2026.051.38941.1288
GRAPHCAST2026.051.60471.2042
CONVLSTM2026.051.80821.4718
CIRT + PNPcorrection_framework=PnP-Corrector2026.051.91651.0533
CIRT2026.052.30831.1727
OLA + PNPcorrection_framework=PnP-Corrector2026.0538.282936.0236
OLA2026.05100100