ResearchBenchmarksBackward Temporal Prediction on HEAT-PLIFollow0.037nRMSEUNet0.035320.046660.0580.06934Jun 2, 2026Evaluation ResultsMethodMethodLinksnRMSESSIMPSNRUNet2026.060.03798.828.985DiffUNet2Evaluation Variant=MEvaluation Variant=M2026.060.0498.328.15DiffUNet2Evaluation Variant=BKEvaluation Variant=BK2026.060.04298.427.831DiffUNet2Evaluation Variant=MKEvaluation Variant=MK2026.060.04898.226.786FNO2026.060.04898.227.027DeepONet2026.060.07994.822.458