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ResearchFormerly WizWand

Univariate Time Series Forecasting on ETTh2 v1 (test)

0.09MSETS2Vec-Baseline
0.069440.208220.3470.48578Feb 12, 2024May 31, 2024Sep 17, 2024Jan 4, 2025Apr 23, 2025Aug 10, 2025Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TS2Vec-BaselineHorizon (H)=242025.110.090.229
TS2Vec-EnsembleHorizon (H)=242025.110.0920.231
InformerHorizon (H)=242025.110.0930.24
LogTransHorizon (H)=242025.110.1020.255
TCNHorizon (H)=242025.110.1030.249
TS2Vec-EnsembleHorizon (H)=482025.110.1220.272
TS2Vec-BaselineHorizon (H)=482025.110.1240.273
TCNHorizon (H)=482025.110.1420.29
InformerHorizon (H)=482025.110.1550.314
LogTransHorizon (H)=482025.110.1690.348
TS2Vec-EnsembleHorizon (H)=1682025.110.1880.347
TS2Vec-EnsembleHorizon (H)=3362025.110.1940.355
N-BEATSHorizon (H)=242025.110.1980.345
TS2Vec-BaselineHorizon (H)=1682025.110.2080.36
TS2Vec-EnsembleHorizon (H)=7202025.110.2090.373
GTTmode=zero-shot, type=univariate, feature=OT, averaged prediction lengths=96, 192, 336, 7202024.020.2120.359
TS2Vec-BaselineHorizon (H)=3362025.110.2130.369
TS2Vec-BaselineHorizon (H)=7202025.110.2140.374
TCNHorizon (H)=1682025.110.2270.376
InformerHorizon (H)=1682025.110.2320.389
N-BEATSHorizon (H)=482025.110.2340.386
LogTransHorizon (H)=1682025.110.2460.422
InformerHorizon (H)=3362025.110.2630.417
LogTransHorizon (H)=3362025.110.2670.437
InformerHorizon (H)=7202025.110.2770.431
TCNHorizon (H)=3362025.110.2960.43
LogTransHorizon (H)=7202025.110.3030.493
TCNHorizon (H)=7202025.110.3250.463
N-BEATSHorizon (H)=1682025.110.3310.453
N-BEATSHorizon (H)=3362025.110.4310.508
N-BEATSHorizon (H)=7202025.110.4370.517
ForecastPFNmode=zero-shot, type=univariate, feature=OT, averaged prediction lengths=96, 192, 336, 7202024.020.6040.618