Temperature Forecasting on CESM2 (test)
0.409MSECARD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CARDLength=96, Input length=962025.01 | 0.409 | 0.484 | |
| CaDReLength=96, Input length=962025.01 | 0.41 | 0.483 | |
| CaDReLength=192, Input length=962025.01 | 0.412 | 0.487 | |
| CaDReLength=336, Input length=962025.01 | 0.413 | 0.485 | |
| TimesNetLength=96, Input length=962025.01 | 0.415 | 0.486 | |
| MICNLength=96, Input length=962025.01 | 0.417 | 0.486 | |
| TimesNetLength=192, Input length=962025.01 | 0.417 | 0.497 | |
| CARDLength=336, Input length=962025.01 | 0.421 | 0.497 | |
| iTransformerLength=96, Input length=962025.01 | 0.422 | 0.491 | |
| CARDLength=192, Input length=962025.01 | 0.422 | 0.493 | |
| TimesNetLength=336, Input length=962025.01 | 0.423 | 0.499 | |
| iTransformerLength=192, Input length=962025.01 | 0.425 | 0.495 | |
| iTransformerLength=336, Input length=962025.01 | 0.426 | 0.494 | |
| Timer-XLLength=96, Input length=962025.01 | 0.433 | 0.425 | |
| TDRLLength=96, Input length=962025.01 | 0.439 | 0.507 | |
| FITSLength=96, Input length=962025.01 | 0.439 | 0.508 | |
| TDRLLength=192, Input length=962025.01 | 0.44 | 0.508 | |
| TDRLLength=336, Input length=962025.01 | 0.441 | 0.505 | |
| FITSLength=192, Input length=962025.01 | 0.447 | 0.515 | |
| Timer-XLLength=192, Input length=962025.01 | 0.454 | 0.524 | |
| FITSLength=336, Input length=962025.01 | 0.482 | 0.536 | |
| Timer-XLLength=336, Input length=962025.01 | 0.527 | 0.565 | |
| AutoformerLength=96, Input length=962025.01 | 0.959 | 0.735 | |
| MICNLength=192, Input length=962025.01 | 1.559 | 0.984 | |
| AutoformerLength=192, Input length=962025.01 | 1.574 | 0.972 | |
| AutoformerLength=336, Input length=962025.01 | 1.845 | 1.078 | |
| MICNLength=336, Input length=962025.01 | 2.091 | 1.173 |