Forecasting on Cash Demand Clean (test)
0.231MAETimesNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TimesNetVariation=+Co-TSFA2025.12 | 0.231 | 0.159 | 29.07 | |
| TimesNetVariation=Base2025.12 | 0.232 | 0.159 | 28.98 | |
| iTransformerVariation=Base2025.12 | 0.237 | 0.165 | 30 | |
| iTransformerVariation=+Co-TSFA2025.12 | 0.238 | 0.165 | 30.08 | |
| PAttnVariation=Base2025.12 | 0.255 | 0.185 | 31.72 | |
| PAttnVariation=+Co-TSFA2025.12 | 0.258 | 0.187 | 31.8 | |
| TimeXerVariation=Base2025.12 | 0.265 | 0.199 | 31.78 | |
| TimeXerVariation=+Co-TSFA2025.12 | 0.265 | 0.199 | 31.65 | |
| InformerVariation=+Co-TSFA2025.12 | 0.27 | 0.203 | 33.67 | |
| InformerVariation=Base2025.12 | 0.275 | 0.208 | 36.6 | |
| AutoformerVariation=+Co-TSFA2025.12 | 0.29 | 0.214 | 34.07 | |
| InformerVariation=Base2025.12 | 0.301 | 0.248 | 41.04 | |
| InformerVariation=+Co-TSFA2025.12 | 0.301 | 0.248 | 40.41 | |
| AutoformerVariation=Base2025.12 | 0.304 | 0.221 | 35.72 | |
| AutoformerVariation=+Co-TSFA2025.12 | 0.317 | 0.254 | 40.93 | |
| TimeXerVariation=+Co-TSFA2025.12 | 0.321 | 0.277 | 39.85 | |
| PAttnVariation=+Co-TSFA2025.12 | 0.324 | 0.279 | 40.17 | |
| TimeXerVariation=Base2025.12 | 0.324 | 0.279 | 40.24 | |
| AutoformerVariation=Base2025.12 | 0.332 | 0.264 | 42.58 | |
| iTransformerVariation=+Co-TSFA2025.12 | 0.3328 | 0.276 | 39.47 | |
| PAttnVariation=Base2025.12 | 0.341 | 0.316 | 40.84 | |
| TimesNetVariation=+Co-TSFA2025.12 | 0.357 | 0.35 | 31.24 | |
| iTransformerVariation=Base2025.12 | 0.359 | 0.35 | 41.59 | |
| TimesNetVariation=Base2025.12 | 0.369 | 0.367 | 34.17 |