ResearchBenchmarksSea Surface Temperature Forecasting on OISST 2°×2° (test)Sea Surface Temperature Forecasting on OISST 2°×2° (test)Follow0.355RMSEOptFormer0.260760.896881.5332.16912Dec 29, 2025Evaluation resultsMethodMethodLinksRMSEMAPEOptFormerSpatial Area=2°×2°Spatial Area=2°×2°2025.120.3551.104LSTMSpatial Area=2°×2°Spatial Area=2°×2°2025.121.0983.848AutoFormerSpatial Area=2°×2°Spatial Area=2°×2°2025.121.1063.905InformerSpatial Area=2°×2°Spatial Area=2°×2°2025.121.1574.132TCNSpatial Area=2°×2°Spatial Area=2°×2°2025.121.1794.138N-BEATSSpatial Area=2°×2°Spatial Area=2°×2°2025.122.7119.735