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ResearchFormerly WizWand

Time Series Forecasting on CarSales

0.263MSEReNF
0.257560.294280.3310.36772Sep 30, 2025
Updated 5mo ago

Evaluation results

MethodLinks
ReNFLook-back Window Length=36, Prediction Length=242025.090.2630.283
ReNFLook-back Window Length=36, Prediction Length=362025.090.280.298
ReNFLook-back Window Length=36, Prediction Length=482025.090.2990.315
iTrans.Look-back Window Length=36, Prediction Length=242025.090.3030.312
ReNFLook-back Window Length=36, Prediction Length=602025.090.3150.328
FilterNetLook-back Window Length=36, Prediction Length=242025.090.3180.319
iTrans.Look-back Window Length=36, Prediction Length=362025.090.3180.323
FredformerLook-back Window Length=36, Prediction Length=242025.090.3190.326
PatchTSTLook-back Window Length=36, Prediction Length=242025.090.3190.319
OLinearLook-back Window Length=36, Prediction Length=242025.090.320.302
TimeMix.Look-back Window Length=36, Prediction Length=242025.090.320.318
TimeMix.++Look-back Window Length=36, Prediction Length=242025.090.3230.32
LeddamLook-back Window Length=36, Prediction Length=242025.090.3250.322
FilterNetLook-back Window Length=36, Prediction Length=362025.090.3310.33
iTrans.Look-back Window Length=36, Prediction Length=482025.090.3310.332
TimeMix.Look-back Window Length=36, Prediction Length=362025.090.3320.331
PatchTSTLook-back Window Length=36, Prediction Length=362025.090.3320.33
FredformerLook-back Window Length=36, Prediction Length=362025.090.3330.335
OLinearLook-back Window Length=36, Prediction Length=362025.090.3340.315
LeddamLook-back Window Length=36, Prediction Length=362025.090.3370.333
CARDLook-back Window Length=36, Prediction Length=242025.090.3370.321
FilterNetLook-back Window Length=36, Prediction Length=482025.090.3420.341
iTrans.Look-back Window Length=36, Prediction Length=602025.090.3440.342
TimeMix.Look-back Window Length=36, Prediction Length=482025.090.3450.343
OLinearLook-back Window Length=36, Prediction Length=482025.090.3470.327
PatchTSTLook-back Window Length=36, Prediction Length=482025.090.3470.344
CARDLook-back Window Length=36, Prediction Length=362025.090.3480.333
FredformerLook-back Window Length=36, Prediction Length=482025.090.3490.344
TimeMix.++Look-back Window Length=36, Prediction Length=362025.090.3510.348
TimeMix.++Look-back Window Length=36, Prediction Length=482025.090.3510.342
LeddamLook-back Window Length=36, Prediction Length=482025.090.3510.346
FilterNetLook-back Window Length=36, Prediction Length=602025.090.3520.349
DLinearLook-back Window Length=36, Prediction Length=242025.090.3540.35
TimeMix.Look-back Window Length=36, Prediction Length=602025.090.3550.351
PatchTSTLook-back Window Length=36, Prediction Length=602025.090.3550.348
OLinearLook-back Window Length=36, Prediction Length=602025.090.3580.337
FITSLook-back Window Length=36, Prediction Length=242025.090.3590.347
FredformerLook-back Window Length=36, Prediction Length=602025.090.3590.349
LeddamLook-back Window Length=36, Prediction Length=602025.090.3610.353
CARDLook-back Window Length=36, Prediction Length=482025.090.3620.345
TimeMix.++Look-back Window Length=36, Prediction Length=602025.090.3630.352
DLinearLook-back Window Length=36, Prediction Length=362025.090.3680.365
CARDLook-back Window Length=36, Prediction Length=602025.090.3720.353
FITSLook-back Window Length=36, Prediction Length=362025.090.3730.36
DLinearLook-back Window Length=36, Prediction Length=482025.090.3820.379
FITSLook-back Window Length=36, Prediction Length=482025.090.3850.37
DLinearLook-back Window Length=36, Prediction Length=602025.090.3880.38
FITSLook-back Window Length=36, Prediction Length=602025.090.3990.385