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ResearchFormerly WizWand

Time Series Forecasting on ETTh2 (MAE)

0.337MAESpecReTF
0.26780.73491.2021.6691Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SpecReTFHorizon=962026.060.337
RAFTHorizon=962026.060.343
MICNHorizon=962026.060.36
DLinearHorizon=962026.060.37
SpecReTFHorizon=1922026.060.379
RAFTHorizon=1922026.060.392
SpecReTFHorizon=Avg2026.060.394
PatchTSTHorizon=962026.060.409
RAFTHorizon=Avg2026.060.41
SpecReTFHorizon=3362026.060.414
DLinearHorizon=1922026.060.422
RAFTHorizon=3362026.060.431
PatchTSTHorizon=1922026.060.434
SpecReTFHorizon=7202026.060.444
PatchTSTHorizon=Avg2026.060.455
StationaryHorizon=962026.060.456
FEDformerHorizon=962026.060.457
FEDformerHorizon=1922026.060.462
RAFTHorizon=7202026.060.472
PatchTSTHorizon=3362026.060.474
MICNHorizon=1922026.060.474
FEDformerHorizon=3362026.060.48
TimesNetHorizon=962026.060.481
FEDformerHorizon=Avg2026.060.485
DLinearHorizon=Avg2026.060.49
StationaryHorizon=1922026.060.491
TimesNetHorizon=3362026.060.497
MICNHorizon=Avg2026.060.5
PatchTSTHorizon=7202026.060.505
TimesNetHorizon=Avg2026.060.505
DLinearHorizon=3362026.060.511
StationaryHorizon=Avg2026.060.514
TimesNetHorizon=1922026.060.516
TimesNetHorizon=7202026.060.527
MICNHorizon=3362026.060.535
FEDformerHorizon=7202026.060.539
StationaryHorizon=3362026.060.549
StationaryHorizon=7202026.060.558
MICNHorizon=7202026.060.632
DLinearHorizon=7202026.060.658
AutoformerHorizon=962026.060.711
AutoformerHorizon=1922026.060.726
AutoformerHorizon=Avg2026.060.808
AutoformerHorizon=7202026.060.817
AutoformerHorizon=3362026.060.978
InformerHorizon=962026.061.788
InformerHorizon=7202026.061.875
InformerHorizon=3362026.061.882
InformerHorizon=Avg2026.061.903
InformerHorizon=1922026.062.067