ResearchBenchmarksTime-series forecasting on ETTm1 (MSE, MAE, IMP.)Time-series forecasting on ETTm1 (MSE, MAE, IMP.)Follow0.083MSEShifTS-3.0056817.8429138.691559.54009Oct 16, 2025Evaluation resultsMethodMethodLinksMSEMAEIMP ScoreShifTSModel=Crossformer, Hor...Model=Crossformer, Horizon=7202025.100.0830.219—ShifTSModel=PatchTST, Horizo...Model=PatchTST, Horizon=IMP.2025.104.63—ShifTSModel=iTransformer, Ho...Model=iTransformer, Horizon=IMP.2025.105.12.5—ShifTSModel=Crossformer, Hor...Model=Crossformer, Horizon=IMP.2025.1077.361—