ResearchBenchmarksForward Temporal Prediction on WildfireFollow0.101nRMSEDiffUNet20.099840.107670.11550.12333Jun 2, 2026Evaluation ResultsMethodMethodLinksnRMSESSIMPSNRDiffUNet2Evaluation Variant=MEvaluation Variant=M2026.060.1010.59420.832UNet2026.060.1130.59219.862FNO2026.060.1130.59219.851DiffUNet2Evaluation Variant=BKEvaluation Variant=BK2026.060.1140.59319.823DeepONet2026.060.1170.58519.388DiffUNet2Evaluation Variant=MKEvaluation Variant=MK2026.060.130.57518.617