ResearchBenchmarksProbabilistic Forecasting on ETTm2 (Relative Metrics)Follow-183.2Delta NLPD (%)DeRegiME-189.38-147.665-105.95-64.235May 19, 2026Evaluation ResultsMethodMethodLinksDelta NLPD (%)Delta CRPS (%)Delta MSE (%)DeRegiMEEncoder=TimeMixerEncoder=TimeMixer2026.05-183.2-4-1.9DeRegiMEEncoder=DLinearEncoder=DLinear2026.05-93.3-2.3-1.6DeRegiMEEncoder=PatchTSTEncoder=PatchTST2026.05-28.7-0.6-1.3