ResearchBenchmarksSea Surface Temperature Forecasting on SST L=15 (test)Sea Surface Temperature Forecasting on SST L=15 (test)Follow0.609RMSEOptFormer0.546360.969181.3921.81482Dec 29, 2025Evaluation resultsMethodMethodLinksRMSEMAPEOptFormerPrediction length (L)=15Prediction length (L)=152025.120.6092.012N-BEATSPrediction length (L)=15Prediction length (L)=152025.120.9273.214LSTMPrediction length (L)=15Prediction length (L)=152025.121.1534.192AutoFormerPrediction length (L)=15Prediction length (L)=152025.121.1754.278InformerPrediction length (L)=15Prediction length (L)=152025.121.2184.453TCNPrediction length (L)=15Prediction length (L)=152025.122.1758.138