Short-term Time Series Forecasting on Fund 1
83.97WMAPETimeXer
Evaluation Results
| Method | Links | |
|---|---|---|
| TimeXerModel=TimeXer, APTF Enhancement=true2026.02 | 83.97 | |
| CATSModel=CATS, APTF Enhancement=true2026.02 | 85.72 | |
| TimeXerModel=TimeXer, APTF Enhancement=false2026.02 | 86.29 | |
| ModernTCNModel=ModernTCN, APTF Enhancement=true2026.02 | 86.47 | |
| PatchTSTFramework=+APTF2026.02 | 86.549 | |
| N-HiTSFramework=+APTF2026.02 | 86.856 | |
| TimeMixerFramework=+APTF2026.02 | 87.914 | |
| CATSModel=CATS, APTF Enhancement=false2026.02 | 88.17 | |
| PatchTSTFramework=Original2026.02 | 88.811 | |
| TimeMixerFramework=Original2026.02 | 89.963 | |
| ModernTCNModel=ModernTCN, APTF Enhancement=false2026.02 | 90.28 | |
| N-HiTSFramework=Original2026.02 | 91.69 | |
| NSformerFramework=+APTF2026.02 | 95.112 | |
| NSformerFramework=Original2026.02 | 97.198 | |
| ScaleformerFramework=+APTF2026.02 | 100.027 | |
| NLinearFramework=+APTF2026.02 | 102.536 | |
| InformerFramework=+APTF2026.02 | 102.912 | |
| AutoformerFramework=+APTF2026.02 | 103.286 | |
| NLinearFramework=Original2026.02 | 106.636 | |
| InformerFramework=Original2026.02 | 106.952 | |
| ScaleformerFramework=Original2026.02 | 107.31 | |
| AutoformerFramework=Original2026.02 | 110.295 |