Univariate Forecasting on ETTh1 v1 (test)
0.039MSETS2Vec-Baseline
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TS2Vec-BaselineHorizon (H)=242025.11 | 0.039 | 0.152 | |
| TS2Vec-EnsembleHorizon (H)=242025.11 | 0.04 | 0.15 | |
| TS2Vec-EnsembleHorizon (H)=482025.11 | 0.062 | 0.189 | |
| TS2Vec-BaselineHorizon (H)=482025.11 | 0.062 | 0.191 | |
| TCNHorizon (H)=242025.11 | 0.075 | 0.21 | |
| N-BEATSHorizon (H)=242025.11 | 0.094 | 0.238 | |
| InformerHorizon (H)=242025.11 | 0.098 | 0.247 | |
| LogTransHorizon (H)=242025.11 | 0.103 | 0.259 | |
| TS2Vec-EnsembleHorizon (H)=1682025.11 | 0.12 | 0.265 | |
| TS2Vec-BaselineHorizon (H)=1682025.11 | 0.134 | 0.282 | |
| TS2Vec-EnsembleHorizon (H)=3362025.11 | 0.14 | 0.291 | |
| TS2Vec-BaselineHorizon (H)=3362025.11 | 0.154 | 0.31 | |
| InformerHorizon (H)=482025.11 | 0.158 | 0.319 | |
| TS2Vec-EnsembleHorizon (H)=7202025.11 | 0.161 | 0.323 | |
| TS2Vec-BaselineHorizon (H)=7202025.11 | 0.163 | 0.327 | |
| LogTransHorizon (H)=482025.11 | 0.167 | 0.328 | |
| InformerHorizon (H)=1682025.11 | 0.183 | 0.346 | |
| LogTransHorizon (H)=1682025.11 | 0.207 | 0.375 | |
| N-BEATSHorizon (H)=482025.11 | 0.21 | 0.367 | |
| InformerHorizon (H)=3362025.11 | 0.222 | 0.387 | |
| TCNHorizon (H)=482025.11 | 0.227 | 0.402 | |
| LogTransHorizon (H)=3362025.11 | 0.23 | 0.398 | |
| N-BEATSHorizon (H)=1682025.11 | 0.232 | 0.391 | |
| N-BEATSHorizon (H)=3362025.11 | 0.232 | 0.388 | |
| InformerHorizon (H)=7202025.11 | 0.269 | 0.435 | |
| LogTransHorizon (H)=7202025.11 | 0.273 | 0.463 | |
| TCNHorizon (H)=3362025.11 | 0.306 | 0.495 | |
| TCNHorizon (H)=1682025.11 | 0.316 | 0.493 | |
| N-BEATSHorizon (H)=7202025.11 | 0.322 | 0.49 | |
| TCNHorizon (H)=7202025.11 | 0.39 | 0.557 |