Univariate Time Series Forecasting on ETTh2 v1 (test)
0.09MSETS2Vec-Baseline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TS2Vec-BaselineHorizon (H)=242025.11 | 0.09 | 0.229 | |
| TS2Vec-EnsembleHorizon (H)=242025.11 | 0.092 | 0.231 | |
| InformerHorizon (H)=242025.11 | 0.093 | 0.24 | |
| LogTransHorizon (H)=242025.11 | 0.102 | 0.255 | |
| TCNHorizon (H)=242025.11 | 0.103 | 0.249 | |
| TS2Vec-EnsembleHorizon (H)=482025.11 | 0.122 | 0.272 | |
| TS2Vec-BaselineHorizon (H)=482025.11 | 0.124 | 0.273 | |
| TCNHorizon (H)=482025.11 | 0.142 | 0.29 | |
| InformerHorizon (H)=482025.11 | 0.155 | 0.314 | |
| LogTransHorizon (H)=482025.11 | 0.169 | 0.348 | |
| TS2Vec-EnsembleHorizon (H)=1682025.11 | 0.188 | 0.347 | |
| TS2Vec-EnsembleHorizon (H)=3362025.11 | 0.194 | 0.355 | |
| N-BEATSHorizon (H)=242025.11 | 0.198 | 0.345 | |
| TS2Vec-BaselineHorizon (H)=1682025.11 | 0.208 | 0.36 | |
| TS2Vec-EnsembleHorizon (H)=7202025.11 | 0.209 | 0.373 | |
| GTTmode=zero-shot, type=univariate, feature=OT, averaged prediction lengths=96, 192, 336, 7202024.02 | 0.212 | 0.359 | |
| TS2Vec-BaselineHorizon (H)=3362025.11 | 0.213 | 0.369 | |
| TS2Vec-BaselineHorizon (H)=7202025.11 | 0.214 | 0.374 | |
| TCNHorizon (H)=1682025.11 | 0.227 | 0.376 | |
| InformerHorizon (H)=1682025.11 | 0.232 | 0.389 | |
| N-BEATSHorizon (H)=482025.11 | 0.234 | 0.386 | |
| LogTransHorizon (H)=1682025.11 | 0.246 | 0.422 | |
| InformerHorizon (H)=3362025.11 | 0.263 | 0.417 | |
| LogTransHorizon (H)=3362025.11 | 0.267 | 0.437 | |
| InformerHorizon (H)=7202025.11 | 0.277 | 0.431 | |
| TCNHorizon (H)=3362025.11 | 0.296 | 0.43 | |
| LogTransHorizon (H)=7202025.11 | 0.303 | 0.493 | |
| TCNHorizon (H)=7202025.11 | 0.325 | 0.463 | |
| N-BEATSHorizon (H)=1682025.11 | 0.331 | 0.453 | |
| N-BEATSHorizon (H)=3362025.11 | 0.431 | 0.508 | |
| N-BEATSHorizon (H)=7202025.11 | 0.437 | 0.517 | |
| ForecastPFNmode=zero-shot, type=univariate, feature=OT, averaged prediction lengths=96, 192, 336, 7202024.02 | 0.604 | 0.618 |