Short-term Time Series Forecasting on Fund3
80.56WMAPECATS
Evaluation results
| Method | Links | |
|---|---|---|
| CATSModel=CATS, APTF Enhancement=true2026.02 | 80.56 | |
| TimeXerModel=TimeXer, APTF Enhancement=true2026.02 | 81.38 | |
| ModernTCNModel=ModernTCN, APTF Enhancement=true2026.02 | 82.55 | |
| TimeMixerFramework=+APTF2026.02 | 83.659 | |
| CATSModel=CATS, APTF Enhancement=false2026.02 | 83.91 | |
| TimeXerModel=TimeXer, APTF Enhancement=false2026.02 | 84.02 | |
| N-HiTSFramework=+APTF2026.02 | 84.719 | |
| PatchTSTFramework=+APTF2026.02 | 84.821 | |
| TimeMixerFramework=Original2026.02 | 85.14 | |
| ModernTCNModel=ModernTCN, APTF Enhancement=false2026.02 | 85.16 | |
| PatchTSTFramework=Original2026.02 | 86.593 | |
| N-HiTSFramework=Original2026.02 | 90.332 | |
| NSformerFramework=+APTF2026.02 | 90.364 | |
| InformerFramework=+APTF2026.02 | 90.476 | |
| NLinearFramework=+APTF2026.02 | 90.542 | |
| NSformerFramework=Original2026.02 | 92.646 | |
| NLinearFramework=Original2026.02 | 93.652 | |
| ScaleformerFramework=+APTF2026.02 | 95.235 | |
| InformerFramework=Original2026.02 | 96.589 | |
| AutoformerFramework=+APTF2026.02 | 98.838 | |
| AutoformerFramework=Original2026.02 | 107.063 | |
| ScaleformerFramework=Original2026.02 | 107.405 |