Time Series Forecasting on Traffic (MSE (L), MSE (T), MSE (C))
0.648MSE (L)Full Data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full DataBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.648 | 0.408 | 0.47 | |
| Full DataBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 0.648 | 0.408 | 0.47 | |
| Full DataBackbone=xPatch, Synthetic data size (M)=3842026.03 | 0.648 | 0.408 | 0.47 | |
| HDTBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.679 | 0.847 | 0.754 | |
| CondTSFBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.716 | 0.854 | 0.807 | |
| HDTBackbone=xPatch, Synthetic data size (M)=3842026.03 | 0.716 | 0.787 | 0.739 | |
| MTTBackbone=DLinear, Synthetic data size (M)=3842026.03 | 0.747 | 1.204 | 0.852 | |
| HDTBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 0.755 | 0.793 | 0.734 | |
| MTTBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 0.881 | 0.839 | 0.943 | |
| CondTSFBackbone=xPatch, Synthetic data size (M)=3842026.03 | 0.904 | 0.827 | 0.808 | |
| CondTSFBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 0.965 | 0.824 | 0.822 | |
| DCBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 1 | 0.882 | 0.874 | |
| TESLABackbone=xPatch, Synthetic data size (M)=3842026.03 | 1.003 | 0.844 | 0.86 | |
| TESLABackbone=iTransformer, Synthetic data size (M)=3842026.03 | 1.027 | 0.875 | 0.861 | |
| DCBackbone=xPatch, Synthetic data size (M)=3842026.03 | 1.048 | 0.882 | 0.868 | |
| TESLABackbone=DLinear, Synthetic data size (M)=3842026.03 | 1.087 | 0.956 | 0.953 | |
| RandomBackbone=DLinear, Synthetic data size (M)=3842026.03 | 1.112 | 0.938 | 0.911 | |
| RandomBackbone=iTransformer, Synthetic data size (M)=3842026.03 | 1.112 | 0.938 | 0.911 | |
| RandomBackbone=xPatch, Synthetic data size (M)=3842026.03 | 1.112 | 0.938 | 0.911 | |
| DCBackbone=DLinear, Synthetic data size (M)=3842026.03 | 1.122 | 0.945 | 0.924 | |
| MTTBackbone=xPatch, Synthetic data size (M)=3842026.03 | 1.175 | 1.025 | 0.828 |