Time Series Forecasting on CarSales
0.263MSEReNF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReNFLook-back Window Length=36, Prediction Length=242025.09 | 0.263 | 0.283 | |
| ReNFLook-back Window Length=36, Prediction Length=362025.09 | 0.28 | 0.298 | |
| ReNFLook-back Window Length=36, Prediction Length=482025.09 | 0.299 | 0.315 | |
| iTrans.Look-back Window Length=36, Prediction Length=242025.09 | 0.303 | 0.312 | |
| ReNFLook-back Window Length=36, Prediction Length=602025.09 | 0.315 | 0.328 | |
| FilterNetLook-back Window Length=36, Prediction Length=242025.09 | 0.318 | 0.319 | |
| iTrans.Look-back Window Length=36, Prediction Length=362025.09 | 0.318 | 0.323 | |
| FredformerLook-back Window Length=36, Prediction Length=242025.09 | 0.319 | 0.326 | |
| PatchTSTLook-back Window Length=36, Prediction Length=242025.09 | 0.319 | 0.319 | |
| OLinearLook-back Window Length=36, Prediction Length=242025.09 | 0.32 | 0.302 | |
| TimeMix.Look-back Window Length=36, Prediction Length=242025.09 | 0.32 | 0.318 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=242025.09 | 0.323 | 0.32 | |
| LeddamLook-back Window Length=36, Prediction Length=242025.09 | 0.325 | 0.322 | |
| FilterNetLook-back Window Length=36, Prediction Length=362025.09 | 0.331 | 0.33 | |
| iTrans.Look-back Window Length=36, Prediction Length=482025.09 | 0.331 | 0.332 | |
| TimeMix.Look-back Window Length=36, Prediction Length=362025.09 | 0.332 | 0.331 | |
| PatchTSTLook-back Window Length=36, Prediction Length=362025.09 | 0.332 | 0.33 | |
| FredformerLook-back Window Length=36, Prediction Length=362025.09 | 0.333 | 0.335 | |
| OLinearLook-back Window Length=36, Prediction Length=362025.09 | 0.334 | 0.315 | |
| LeddamLook-back Window Length=36, Prediction Length=362025.09 | 0.337 | 0.333 | |
| CARDLook-back Window Length=36, Prediction Length=242025.09 | 0.337 | 0.321 | |
| FilterNetLook-back Window Length=36, Prediction Length=482025.09 | 0.342 | 0.341 | |
| iTrans.Look-back Window Length=36, Prediction Length=602025.09 | 0.344 | 0.342 | |
| TimeMix.Look-back Window Length=36, Prediction Length=482025.09 | 0.345 | 0.343 | |
| OLinearLook-back Window Length=36, Prediction Length=482025.09 | 0.347 | 0.327 | |
| PatchTSTLook-back Window Length=36, Prediction Length=482025.09 | 0.347 | 0.344 | |
| CARDLook-back Window Length=36, Prediction Length=362025.09 | 0.348 | 0.333 | |
| FredformerLook-back Window Length=36, Prediction Length=482025.09 | 0.349 | 0.344 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=362025.09 | 0.351 | 0.348 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=482025.09 | 0.351 | 0.342 | |
| LeddamLook-back Window Length=36, Prediction Length=482025.09 | 0.351 | 0.346 | |
| FilterNetLook-back Window Length=36, Prediction Length=602025.09 | 0.352 | 0.349 | |
| DLinearLook-back Window Length=36, Prediction Length=242025.09 | 0.354 | 0.35 | |
| TimeMix.Look-back Window Length=36, Prediction Length=602025.09 | 0.355 | 0.351 | |
| PatchTSTLook-back Window Length=36, Prediction Length=602025.09 | 0.355 | 0.348 | |
| OLinearLook-back Window Length=36, Prediction Length=602025.09 | 0.358 | 0.337 | |
| FITSLook-back Window Length=36, Prediction Length=242025.09 | 0.359 | 0.347 | |
| FredformerLook-back Window Length=36, Prediction Length=602025.09 | 0.359 | 0.349 | |
| LeddamLook-back Window Length=36, Prediction Length=602025.09 | 0.361 | 0.353 | |
| CARDLook-back Window Length=36, Prediction Length=482025.09 | 0.362 | 0.345 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=602025.09 | 0.363 | 0.352 | |
| DLinearLook-back Window Length=36, Prediction Length=362025.09 | 0.368 | 0.365 | |
| CARDLook-back Window Length=36, Prediction Length=602025.09 | 0.372 | 0.353 | |
| FITSLook-back Window Length=36, Prediction Length=362025.09 | 0.373 | 0.36 | |
| DLinearLook-back Window Length=36, Prediction Length=482025.09 | 0.382 | 0.379 | |
| FITSLook-back Window Length=36, Prediction Length=482025.09 | 0.385 | 0.37 | |
| DLinearLook-back Window Length=36, Prediction Length=602025.09 | 0.388 | 0.38 | |
| FITSLook-back Window Length=36, Prediction Length=602025.09 | 0.399 | 0.385 |