ResearchBenchmarksProbabilistic Forecasting on Traffic (Relative Change in NLPD, CRPS, MSE)Follow-41.3Relative Change in NLPDDeRegiME-43.744-27.247-10.755.747May 19, 2026Evaluation ResultsMethodMethodLinksRelative Change in NLPDRelative Change in CRPSRelative Change in MSEDeRegiMEEncoder=DLinearEncoder=DLinear2026.05-41.3-18.5-32.1DeRegiMEEncoder=PatchTSTEncoder=PatchTST2026.05-13.7-8.9-12.6DeRegiMEEncoder=TimeMixerEncoder=TimeMixer2026.0519.81638