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ResearchFormerly WizWand

Short-term Time Series Forecasting on Website

0.155MSEReNF
0.131760.288630.44550.60237Sep 30, 2025
Updated 5mo ago

Evaluation results

MethodLinks
ReNFLook-back Window Length=36, Prediction Length=242025.090.1550.286
iTrans.Look-back Window Length=36, Prediction Length=242025.090.1810.305
OLinearLook-back Window Length=36, Prediction Length=242025.090.1860.306
FredformerLook-back Window Length=36, Prediction Length=242025.090.2160.335
ReNFLook-back Window Length=36, Prediction Length=362025.090.2240.343
iTrans.Look-back Window Length=36, Prediction Length=362025.090.2260.343
TimeMix.Look-back Window Length=36, Prediction Length=242025.090.2290.335
TimeMix.++Look-back Window Length=36, Prediction Length=242025.090.2310.349
LeddamLook-back Window Length=36, Prediction Length=242025.090.240.345
PatchTSTLook-back Window Length=36, Prediction Length=242025.090.2450.35
iTrans.Look-back Window Length=36, Prediction Length=482025.090.2630.37
ReNFLook-back Window Length=36, Prediction Length=602025.090.2670.374
OLinearLook-back Window Length=36, Prediction Length=362025.090.2720.356
FilterNetLook-back Window Length=36, Prediction Length=242025.090.2730.357
ReNFLook-back Window Length=36, Prediction Length=482025.090.2830.386
DLinearLook-back Window Length=36, Prediction Length=242025.090.3150.393
iTrans.Look-back Window Length=36, Prediction Length=602025.090.3230.41
CARDLook-back Window Length=36, Prediction Length=242025.090.3250.37
LeddamLook-back Window Length=36, Prediction Length=362025.090.3270.405
TimeMix.++Look-back Window Length=36, Prediction Length=362025.090.3280.397
FredformerLook-back Window Length=36, Prediction Length=362025.090.3310.411
TimeMix.Look-back Window Length=36, Prediction Length=362025.090.3610.42
OLinearLook-back Window Length=36, Prediction Length=482025.090.3650.391
PatchTSTLook-back Window Length=36, Prediction Length=362025.090.370.429
DLinearLook-back Window Length=36, Prediction Length=362025.090.3850.447
FilterNetLook-back Window Length=36, Prediction Length=362025.090.4010.441
CARDLook-back Window Length=36, Prediction Length=362025.090.4280.442
FITSLook-back Window Length=36, Prediction Length=242025.090.4310.469
DLinearLook-back Window Length=36, Prediction Length=482025.090.4360.486
LeddamLook-back Window Length=36, Prediction Length=482025.090.4460.475
TimeMix.++Look-back Window Length=36, Prediction Length=482025.090.450.473
CARDLook-back Window Length=36, Prediction Length=482025.090.4570.478
DLinearLook-back Window Length=36, Prediction Length=602025.090.4680.51
FredformerLook-back Window Length=36, Prediction Length=482025.090.4830.496
OLinearLook-back Window Length=36, Prediction Length=602025.090.4860.481
TimeMix.Look-back Window Length=36, Prediction Length=482025.090.5010.507
PatchTSTLook-back Window Length=36, Prediction Length=482025.090.5040.513
TimeMix.++Look-back Window Length=36, Prediction Length=602025.090.5250.517
FilterNetLook-back Window Length=36, Prediction Length=482025.090.530.522
FITSLook-back Window Length=36, Prediction Length=362025.090.5540.552
FredformerLook-back Window Length=36, Prediction Length=602025.090.5560.547
LeddamLook-back Window Length=36, Prediction Length=602025.090.5610.549
TimeMix.Look-back Window Length=36, Prediction Length=602025.090.5710.562
PatchTSTLook-back Window Length=36, Prediction Length=602025.090.5870.565
CARDLook-back Window Length=36, Prediction Length=602025.090.5960.566
FilterNetLook-back Window Length=36, Prediction Length=602025.090.630.592
FITSLook-back Window Length=36, Prediction Length=482025.090.6940.647
FITSLook-back Window Length=36, Prediction Length=602025.090.7360.673