ResearchBenchmarksUnivariate Forecasting on SMLFollow1.08MSECF-JEPA1.07641.10071.1251.1493Jun 5, 2026Evaluation ResultsMethodMethodLinksMSEMAECF-JEPAAvg (MSE)=0.36, Avg (M...Avg (MSE)=0.36, Avg (MAE)=0.38, Rank (MSE)=3.17, Rank (MAE)=3.19, Rank (w/o CoST) (MSE)=2.56, Rank (w/o CoST) (MAE)=2.582026.061.080.79TS2VecAvg=0.39, Rank=5.60, R...Avg=0.39, Rank=5.60, Rank (w/o CoST)=4.752026.061.17—