Multivariate-to-Univariate Forecasting on ETTm2
0.06MSEPAMNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PAMNetPrediction Length=962026.05 | 0.06 | 0.176 | |
| TQNetPrediction Length=962026.05 | 0.064 | 0.181 | |
| CrossLinearPrediction Length=962026.05 | 0.064 | 0.18 | |
| TimeXerPrediction Length=962026.05 | 0.067 | 0.18 | |
| iTransformerPrediction Length=962026.05 | 0.071 | 0.194 | |
| PAMNetPrediction Length=1922026.05 | 0.092 | 0.225 | |
| TQNetPrediction Length=1922026.05 | 0.097 | 0.231 | |
| CrossLinearPrediction Length=1922026.05 | 0.098 | 0.232 | |
| TimeXerPrediction Length=1922026.05 | 0.101 | 0.236 | |
| iTransformerPrediction Length=1922026.05 | 0.108 | 0.247 | |
| PAMNetPrediction Length=Avg2026.05 | 0.112 | 0.248 | |
| TQNetPrediction Length=Avg2026.05 | 0.118 | 0.254 | |
| CrossLinearPrediction Length=Avg2026.05 | 0.118 | 0.254 | |
| TimeXerPrediction Length=Avg2026.05 | 0.12 | 0.258 | |
| PAMNetPrediction Length=3362026.05 | 0.121 | 0.269 | |
| iTransformerPrediction Length=Avg2026.05 | 0.127 | 0.267 | |
| TQNetPrediction Length=3362026.05 | 0.128 | 0.272 | |
| CrossLinearPrediction Length=3362026.05 | 0.128 | 0.271 | |
| TimeXerPrediction Length=3362026.05 | 0.13 | 0.275 | |
| iTransformerPrediction Length=3362026.05 | 0.14 | 0.288 | |
| PAMNetPrediction Length=7202026.05 | 0.174 | 0.321 | |
| TQNetPrediction Length=7202026.05 | 0.181 | 0.33 | |
| TimeXerPrediction Length=7202026.05 | 0.182 | 0.332 | |
| CrossLinearPrediction Length=7202026.05 | 0.183 | 0.332 | |
| iTransformerPrediction Length=7202026.05 | 0.188 | 0.34 |