ResearchBenchmarksProbabilistic Forecasting on Traffic long termProbabilistic Forecasting on Traffic long termFollow0.3091CRPSStaTS0.2905960.4154980.54040.665302Feb 8, 2026Evaluation resultsMethodMethodLinksCRPSMAEMSEImprovement (%)StaTS2026.020.30910.36640.536816.68NsDiff2026.020.3710.3950.6657—D3VAE2026.020.43940.43040.8116—DiffusionTS2026.020.49680.61261.0797—CSDI2026.020.61260.77441.3859—TimeDiff2026.020.77170.78541.344—