ResearchBenchmarksBackward Temporal Prediction on Shallow-waterFollow0.001nRMSEUNet0.000760.002380.0040.00562Jun 2, 2026Evaluation ResultsMethodMethodLinksnRMSESSIMPSNRUNet2026.060.00110060.008FNO2026.060.00110061.342DiffUNet2Evaluation Variant=BKEvaluation Variant=BK2026.060.00399.950.105DiffUNet2Evaluation Variant=MEvaluation Variant=M2026.060.00499.948.777DiffUNet2Evaluation Variant=MKEvaluation Variant=MK2026.060.00599.947.264DeepONet2026.060.00799.945.52