ResearchBenchmarksSea Surface Temperature Forecasting on SST L=45 (test)Sea Surface Temperature Forecasting on SST L=45 (test)Follow0.739RMSEOptFormer0.610081.480292.35053.22071Dec 29, 2025Evaluation resultsMethodMethodLinksRMSEMAPEOptFormerPrediction length (L)=45Prediction length (L)=452025.120.7392.356AutoFormerPrediction length (L)=45Prediction length (L)=452025.121.3084.494InformerPrediction length (L)=45Prediction length (L)=452025.121.3114.501LSTMPrediction length (L)=45Prediction length (L)=452025.121.3614.675TCNPrediction length (L)=45Prediction length (L)=452025.121.725.918N-BEATSPrediction length (L)=45Prediction length (L)=452025.123.96213.997