ResearchBenchmarksSpatio-temporal forecasting on Shallow Water (test)Spatio-temporal forecasting on Shallow Water (test)Follow1.82MSEConvLSTM1.49843.66925.848.0108Mar 26, 2026Evaluation resultsMethodMethodLinksMSESSIMPSNRConvLSTMmissing ratio=0.5, spa...missing ratio=0.5, space=full physics space2026.031.8292.3140.72CAEmissing ratio=0.5, spa...missing ratio=0.5, space=full physics space2026.035.3295.9644.64P-STMAEmissing ratio=0.5, spa...missing ratio=0.5, space=full physics space2026.036.1695.3843.9ConvRAEmissing ratio=0.5, spa...missing ratio=0.5, space=full physics space2026.039.8693.9442.47