ResearchBenchmarksTime-series imputation on SEMAResNstar1009 30-day gapTime-series imputation on SEMAResNstar1009 30-day gapFollow0MSEBridge-0.0277960.1598270.347450.535073Apr 30, 2026Evaluation resultsMethodMethodLinksMSEBridgeVariant=SPLICE-BridgeVariant=SPLICE-Bridge2026.040Diff.Variant=SPLICE-DiffusionVariant=SPLICE-Diffusion2026.040FM-AVariant=SPLICE-Flow Ma...Variant=SPLICE-Flow Matching2026.040SAITS2026.040.075BRITS2026.040.0798CSDI2026.040.3195Seasonal2026.040.3887TimesNet2026.040.6949