Traffic flow forecasting on PeMS07 Jan 2017 - Aug 2017 (6:2:2)
19.627MAEADCSD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ADCSDBackbone=PDFormer, Fine-tune method=ADCSD2024.01 | 19.627 | 8.393 | 32.607 | |
| TestBackbone=PDFormer, Fine-tune method=Test2024.01 | 19.802 | 8.565 | 32.82 | |
| TTT-MAEBackbone=PDFormer, Fine-tune method=TTT-MAE2024.01 | 20.051 | 8.706 | 33.012 | |
| ADCSDBackbone=AGCRN, Fine-tune method=ADCSD2024.01 | 20.211 | 8.623 | 33.389 | |
| TestBackbone=AGCRN, Fine-tune method=Test2024.01 | 20.7 | 8.98 | 34.338 | |
| ADCSDBackbone=ASTGCN, Fine-tune method=ADCSD2024.01 | 22.91 | 9.975 | 35.74 | |
| TENTBackbone=PDFormer, Fine-tune method=TENT2024.01 | 23.02 | 11.483 | 35.369 | |
| TestBackbone=ASTGCN, Fine-tune method=Test2024.01 | 23.708 | 10.17 | 36.903 | |
| TTT-MAEBackbone=AGCRN, Fine-tune method=TTT-MAE2024.01 | 31.565 | 15.838 | 45.101 | |
| TTT-MAEBackbone=ASTGCN, Fine-tune method=TTT-MAE2024.01 | 32.306 | 15.635 | 46.456 | |
| TENTBackbone=ASTGCN, Fine-tune method=TENT2024.01 | 33.196 | 18.407 | 50.396 | |
| TENTBackbone=AGCRN, Fine-tune method=TENT2024.01 | 54.461 | 36.299 | 81.075 |