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ResearchFormerly WizWand

Short-term Time Series Forecasting on Fund 1

83.97WMAPETimeXer
82.91790.0247597.1325104.24025Feb 18, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TimeXerModel=TimeXer, APTF Enhancement=true2026.0283.97
CATSModel=CATS, APTF Enhancement=true2026.0285.72
TimeXerModel=TimeXer, APTF Enhancement=false2026.0286.29
ModernTCNModel=ModernTCN, APTF Enhancement=true2026.0286.47
PatchTSTFramework=+APTF2026.0286.549
N-HiTSFramework=+APTF2026.0286.856
TimeMixerFramework=+APTF2026.0287.914
CATSModel=CATS, APTF Enhancement=false2026.0288.17
PatchTSTFramework=Original2026.0288.811
TimeMixerFramework=Original2026.0289.963
ModernTCNModel=ModernTCN, APTF Enhancement=false2026.0290.28
N-HiTSFramework=Original2026.0291.69
NSformerFramework=+APTF2026.0295.112
NSformerFramework=Original2026.0297.198
ScaleformerFramework=+APTF2026.02100.027
NLinearFramework=+APTF2026.02102.536
InformerFramework=+APTF2026.02102.912
AutoformerFramework=+APTF2026.02103.286
NLinearFramework=Original2026.02106.636
InformerFramework=Original2026.02106.952
ScaleformerFramework=Original2026.02107.31
AutoformerFramework=Original2026.02110.295