ResearchBenchmarksTime-series imputation on WCMA1011lig 30-day gapTime-series imputation on WCMA1011lig 30-day gapFollow0.0216MSESAITS-0.0081280.1925360.39320.593864Apr 30, 2026Evaluation resultsMethodMethodLinksMSESAITS2026.040.0216BridgeVariant=SPLICE-BridgeVariant=SPLICE-Bridge2026.040.0609Diff.Variant=SPLICE-DiffusionVariant=SPLICE-Diffusion2026.040.0782FM-AVariant=SPLICE-Flow Ma...Variant=SPLICE-Flow Matching2026.040.0806BRITS2026.040.1068Seasonal2026.040.1848TimesNet2026.040.2008CSDI2026.040.7648