ResearchBenchmarksProbabilistic time series forecasting on Traffic News (test)Probabilistic time series forecasting on Traffic News (test)Follow0.2943CRPSEVENTTSF0.2861640.3410820.3960.450918Aug 19, 2025Evaluation resultsMethodMethodLinksCRPSWQLMAEEVENTTSF2025.080.29430.15610.3561TMDMevent-enhanced=trueevent-enhanced=true2025.080.30590.20120.448DiffusionTSevent-enhanced=trueevent-enhanced=true2025.080.44370.23880.5988CSDIevent-enhanced=trueevent-enhanced=true2025.080.44710.24450.6585NsDiffevent-enhanced=trueevent-enhanced=true2025.080.45160.3680.6199TimeDiffevent-enhanced=trueevent-enhanced=true2025.080.49770.25090.5114