Time Series Forecasting on ETTh2 (MSE L, T, C)
0.326MSE (L)Full Data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full DataBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.326 | 0.314 | 0.296 | |
| Full DataBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 0.326 | 0.314 | 0.296 | |
| Full DataBackbone=xPatch, Synthetic data size (M)=3842026.03 | 0.326 | 0.314 | 0.296 | |
| HDTBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 0.348 | 0.323 | 0.32 | |
| HDTBackbone=xPatch, Synthetic data size (M)=3842026.03 | 0.35 | 0.349 | 0.319 | |
| HDTBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.359 | 0.331 | 0.311 | |
| CondTSFBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.392 | 0.336 | 0.325 | |
| CondTSFBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 0.442 | 0.334 | 0.326 | |
| MTTBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.661 | 0.387 | 0.346 | |
| TESLABackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.724 | 0.381 | 0.348 | |
| RandomBackbone=DLinear, Synthetic data size (M)=3842026.03 | 1.86 | 0.406 | 0.359 | |
| RandomBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 1.86 | 0.406 | 0.359 | |
| RandomBackbone=xPatch, Synthetic data size (M)=3842026.03 | 1.86 | 0.406 | 0.359 | |
| DCBackbone=DLinear, Synthetic data size (M)=3842026.03 | 2.2 | 0.41 | 0.363 | |
| CondTSFBackbone=xPatch, Synthetic data size (M)=3842026.03 | 2.897 | 0.406 | 0.362 | |
| DCBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 3.2 | 0.403 | 0.361 | |
| TESLABackbone=xPatch, Synthetic data size (M)=3842026.03 | 3.85 | 0.397 | 0.362 | |
| DCBackbone=xPatch, Synthetic data size (M)=3842026.03 | 3.928 | 0.408 | 0.363 | |
| TESLABackbone=iTransformer, Synthetic data size (M)=3842026.03 | 4.914 | 0.327 | 0.323 | |
| MTTBackbone=xPatch, Synthetic data size (M)=3842026.03 | 6.968 | 0.359 | 0.329 | |
| MTTBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 7.247 | 0.375 | 0.338 |