Time Series Forecasting on ILI-US9
0.2622MAEDeformTime
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeformTimeH=72024.06 | 0.2622 | 12.26 | |
| ModernTCNH=72024.06 | 0.2899 | 14.17 | |
| DeformTimeH=142024.06 | 0.3084 | 13.8 | |
| CrossformerH=72024.06 | 0.3149 | 14.44 | |
| DeformTimeH=212024.06 | 0.3179 | 14.24 | |
| LightTSH=72024.06 | 0.3185 | 15.65 | |
| TimeMixerH=72024.06 | 0.3239 | 15.21 | |
| ModernTCNH=142024.06 | 0.3417 | 15.29 | |
| CrossformerH=212024.06 | 0.3418 | 15.9 | |
| DeformTimeH=282024.06 | 0.3532 | 15.74 | |
| CrossformerH=142024.06 | 0.3571 | 17.23 | |
| ModernTCNH=212024.06 | 0.371 | 15.43 | |
| CrossformerH=282024.06 | 0.3747 | 16.44 | |
| LightTSH=142024.06 | 0.3791 | 19.04 | |
| TimeXerH=72024.06 | 0.3813 | 18.2 | |
| ModernTCNH=282024.06 | 0.394 | 17.19 | |
| iTransformerH=72024.06 | 0.4057 | 18.57 | |
| PersistenceH=72024.06 | 0.4057 | 18.49 | |
| TimeMixerH=142024.06 | 0.406 | 19.08 | |
| PatchTSTH=72024.06 | 0.4116 | 19.34 | |
| CycleNetH=72024.06 | 0.448 | 21.05 | |
| TimeMixerH=212024.06 | 0.4576 | 21.4 | |
| TimeXerH=142024.06 | 0.4665 | 22.14 | |
| DLinearH=72024.06 | 0.4675 | 23.47 | |
| iTransformerH=142024.06 | 0.4702 | 22.44 | |
| LightTSH=212024.06 | 0.4754 | 23.74 | |
| LightTSH=282024.06 | 0.4769 | 23.22 | |
| PersistenceH=142024.06 | 0.5008 | 23.07 | |
| PatchTSTH=142024.06 | 0.502 | 24.09 | |
| CycleNetH=142024.06 | 0.5072 | 24.02 | |
| iTransformerH=212024.06 | 0.5106 | 24.11 | |
| TimeMixerH=282024.06 | 0.5124 | 24.11 | |
| DLinearH=142024.06 | 0.5467 | 27.35 | |
| TimeXerH=212024.06 | 0.5715 | 27.42 | |
| PersistenceH=212024.06 | 0.5906 | 27.41 | |
| CycleNetH=212024.06 | 0.5926 | 28.47 | |
| PatchTSTH=212024.06 | 0.5935 | 29.4 | |
| DLinearH=212024.06 | 0.6001 | 29.66 | |
| iTransformerH=282024.06 | 0.6498 | 31.04 | |
| TimeXerH=282024.06 | 0.6555 | 31.32 | |
| DLinearH=282024.06 | 0.6564 | 32.16 | |
| PatchTSTH=282024.06 | 0.6665 | 33.35 | |
| PersistenceH=282024.06 | 0.6799 | 31.67 | |
| CycleNetH=282024.06 | 0.7031 | 34.5 |