Temperature Forecasting on ERSST (test)
0.145MSECaDRe
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CaDReLength=96, Input length=962025.01 | 0.145 | 0.268 | |
| Timer-XLLength=96, Input length=962025.01 | 0.163 | 0.259 | |
| TDRLLength=96, Input length=962025.01 | 0.187 | 0.268 | |
| CARDLength=96, Input length=962025.01 | 0.197 | 0.273 | |
| CaDReLength=192, Input length=962025.01 | 0.208 | 0.307 | |
| Timer-XLLength=192, Input length=962025.01 | 0.21 | 0.294 | |
| TDRLLength=192, Input length=962025.01 | 0.214 | 0.293 | |
| FITSLength=192, Input length=962025.01 | 0.226 | 0.752 | |
| CARDLength=192, Input length=962025.01 | 0.233 | 0.375 | |
| iTransformerLength=96, Input length=962025.01 | 0.247 | 0.264 | |
| iTransformerLength=192, Input length=962025.01 | 0.251 | 0.535 | |
| CaDReLength=336, Input length=962025.01 | 0.305 | 0.361 | |
| iTransformerLength=336, Input length=962025.01 | 0.305 | 0.659 | |
| Timer-XLLength=336, Input length=962025.01 | 0.352 | 0.337 | |
| TimesNetLength=96, Input length=962025.01 | 0.432 | 0.508 | |
| FITSLength=336, Input length=962025.01 | 0.439 | 0.535 | |
| TimesNetLength=192, Input length=962025.01 | 0.452 | 0.585 | |
| TDRLLength=336, Input length=962025.01 | 0.462 | 0.388 | |
| CARDLength=336, Input length=962025.01 | 0.487 | 0.484 | |
| FITSLength=96, Input length=962025.01 | 0.539 | 0.297 | |
| TimesNetLength=336, Input length=962025.01 | 0.581 | 0.607 | |
| MICNLength=96, Input length=962025.01 | 0.726 | 0.765 | |
| AutoformerLength=96, Input length=962025.01 | 0.953 | 0.272 | |
| AutoformerLength=192, Input length=962025.01 | 1.024 | 0.908 | |
| MICNLength=336, Input length=962025.01 | 1.173 | 1.172 | |
| MICNLength=192, Input length=962025.01 | 1.263 | 0.892 | |
| AutoformerLength=336, Input length=962025.01 | 1.387 | 1.353 |