Time Series Forecasting on ILI-ENG
1.6417MAEDeformTime
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeformTimeH=72024.06 | 1.6417 | 28.61 | |
| CrossformerH=72024.06 | 1.8698 | 25.71 | |
| ModernTCNH=72024.06 | 1.9489 | 28.28 | |
| PersistenceH=72024.06 | 2.171 | 24.96 | |
| TimeMixerH=72024.06 | 2.1748 | 25.68 | |
| DeformTimeH=142024.06 | 2.2308 | 33.98 | |
| LightTSH=72024.06 | 2.2397 | 52.25 | |
| iTransformerH=72024.06 | 2.3084 | 26.38 | |
| PatchTSTH=72024.06 | 2.3115 | 27.61 | |
| CycleNetH=72024.06 | 2.5554 | 29.59 | |
| DeformTimeH=212024.06 | 2.65 | 32.7 | |
| CrossformerH=142024.06 | 2.6543 | 30.97 | |
| LightTSH=142024.06 | 2.6879 | 38.29 | |
| ModernTCNH=142024.06 | 2.705 | 36.01 | |
| DeformTimeH=282024.06 | 2.7228 | 40.44 | |
| TimeXerH=72024.06 | 2.8084 | 33.66 | |
| DLinearH=72024.06 | 2.8214 | 43.02 | |
| CrossformerH=212024.06 | 3.0014 | 40.57 | |
| TimeMixerH=142024.06 | 3.0209 | 35.39 | |
| ModernTCNH=212024.06 | 3.04 | 40.02 | |
| PersistenceH=142024.06 | 3.0625 | 33.77 | |
| CrossformerH=282024.06 | 3.1983 | 46.14 | |
| iTransformerH=142024.06 | 3.2301 | 36.67 | |
| PatchTSTH=142024.06 | 3.2547 | 37.76 | |
| ModernTCNH=282024.06 | 3.3611 | 47.87 | |
| LightTSH=212024.06 | 3.3616 | 51.78 | |
| CycleNetH=142024.06 | 3.3911 | 39.42 | |
| LightTSH=282024.06 | 3.4132 | 55.59 | |
| TimeXerH=142024.06 | 3.4937 | 41.88 | |
| TimeMixerH=212024.06 | 3.5501 | 49.36 | |
| DLinearH=142024.06 | 3.7922 | 55.28 | |
| PersistenceH=212024.06 | 3.8617 | 42.03 | |
| TimeMixerH=282024.06 | 4 | 54.27 | |
| iTransformerH=212024.06 | 4.2347 | 48.93 | |
| PatchTSTH=212024.06 | 4.3192 | 51.11 | |
| TimeXerH=212024.06 | 4.3337 | 51.56 | |
| CycleNetH=212024.06 | 4.4519 | 52.83 | |
| DLinearH=212024.06 | 4.4739 | 61.25 | |
| PersistenceH=282024.06 | 4.5857 | 49.49 | |
| iTransformerH=282024.06 | 4.8125 | 55.35 | |
| TimeXerH=282024.06 | 4.9013 | 61.6 | |
| PatchTSTH=282024.06 | 4.9964 | 59.6 | |
| CycleNetH=282024.06 | 5.0259 | 59.93 | |
| DLinearH=282024.06 | 5.0347 | 67.75 |