ResearchBenchmarksForward Temporal Prediction on RealPDE-FSIFollow0.039nRMSEUNet0.037640.046820.0560.06518Jun 2, 2026Evaluation ResultsMethodMethodLinksnRMSESSIMPSNRUNet2026.060.0398229.482DiffUNet2Evaluation Variant=MEvaluation Variant=M2026.060.04178.328.803FNO2026.060.04273.728.011DiffUNet2Evaluation Variant=BKEvaluation Variant=BK2026.060.04476.428.463DiffUNet2Evaluation Variant=MKEvaluation Variant=MK2026.060.04774.727.958DeepONet2026.060.0734722.773