Time Series Forecasting on PeMS08 (MAE, MAPE, RMSE)
14.25Mean Absolute Error (MAE)PESD-TSF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PESD-TSF2026.05 | 14.25 | 8.87 | 23.58 | |
| TIMEMIXER2026.05 | 15.22 | 9.67 | 24.26 | |
| DUET2026.05 | 15.54 | 9.87 | 24.04 | |
| SCINET2026.05 | 17.38 | 10.8 | 27.34 | |
| CROSSFORMER2026.05 | 17.56 | 10.92 | 27.21 | |
| MICN2026.05 | 17.76 | 10.76 | 27.26 | |
| TIMESNET2026.05 | 19.01 | 11.83 | 30.65 | |
| STATIONARY2026.05 | 19.29 | 12.21 | 38.62 | |
| DLINEAR2026.05 | 20.26 | 12.09 | 32.38 | |
| PATCHTST2026.05 | 20.35 | 13.15 | 31.04 | |
| AUTOFORMER2026.05 | 20.47 | 12.27 | 31.52 | |
| INFORMER2026.05 | 20.96 | 13.2 | 30.61 |