Short-term Time Series Forecasting on Fund2
82.1WMAPETimeXer
Evaluation results
| Method | Links | |
|---|---|---|
| TimeXerModel=TimeXer, APTF Enhancement=true2026.02 | 82.1 | |
| CATSModel=CATS, APTF Enhancement=true2026.02 | 82.92 | |
| TimeXerModel=TimeXer, APTF Enhancement=false2026.02 | 83.55 | |
| ModernTCNModel=ModernTCN, APTF Enhancement=true2026.02 | 83.83 | |
| TimeMixerFramework=+APTF2026.02 | 84.356 | |
| CATSModel=CATS, APTF Enhancement=false2026.02 | 84.79 | |
| ModernTCNModel=ModernTCN, APTF Enhancement=false2026.02 | 85.07 | |
| PatchTSTFramework=+APTF2026.02 | 85.094 | |
| TimeMixerFramework=Original2026.02 | 85.512 | |
| N-HiTSFramework=+APTF2026.02 | 86.13 | |
| PatchTSTFramework=Original2026.02 | 86.472 | |
| NLinearFramework=+APTF2026.02 | 90.791 | |
| InformerFramework=+APTF2026.02 | 91.407 | |
| NSformerFramework=+APTF2026.02 | 91.516 | |
| N-HiTSFramework=Original2026.02 | 91.531 | |
| NLinearFramework=Original2026.02 | 93.538 | |
| NSformerFramework=Original2026.02 | 94.406 | |
| ScaleformerFramework=+APTF2026.02 | 96.736 | |
| InformerFramework=Original2026.02 | 97.193 | |
| AutoformerFramework=+APTF2026.02 | 99.712 | |
| AutoformerFramework=Original2026.02 | 107.141 | |
| ScaleformerFramework=Original2026.02 | 109.01 |