| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PEMS08 (test) | LightCTS | MAE14.63 | 66 | 4d ago | |
| PEMS04 (test) | DTRformer | MAE18 | 66 | 4d ago | |
| PeMSD7 (L) | STG-NCDE | RMSE5.76 | 60 | 4d ago | |
| PeMSD7 M | STG-NRDE | RMSE5.31 | 60 | 4d ago | |
| PEMS03 (test) | StemGNN | MAE14.32 | 49 | 4d ago | |
| PeMS08 | PM-DMNet(R) | RMSE23.22 | 26 | 4d ago | |
| PeMS08 60min horizon | DASTNet | MAE18.84 | 14 | 4d ago | |
| PeMS08 30min horizon | DASTNet | MAE16.41 | 14 | 4d ago | |
| PeMS08 15min horizon | DASTNet | MAE15.26 | 14 | 4d ago | |
| PeMS07 60min horizon | DASTNet | MAE26.88 | 14 | 4d ago | |
| PeMS07 30min horizon | DASTNet | MAE22.96 | 14 | 4d ago | |
| PeMS07 15min horizon | DASTNet | MAE20.91 | 14 | 4d ago | |
| PeMS04 60min horizon | DASTNet | MAE22.82 | 14 | 4d ago | |
| PeMS04 30min horizon | DASTNet | MAE20.67 | 14 | 4d ago | |
| PeMS04 15min horizon | DASTNet | MAE19.25 | 14 | 4d ago | |
| BayArea Jan 2019 - Dec 2019 (5:2:3) | ADCSD | MAE14.667 | 12 | 4d ago | |
| PeMS07 Jan 2017 - Aug 2017 (6:2:2) | ADCSD | MAE19.627 | 12 | 4d ago | |
| SimSF-Bay | UniST-Pred | RMSE3.6 | 11 | 2d ago | |
| Seattle (test) | RIPCN | MAE94.97 | 10 | 4d ago | |
| PeMS07 | STGODE | RMSE37.54 | 7 | 4d ago | |
| PeMS04 | STGODE | RMSE32.82 | 7 | 4d ago | |
| PeMS03 | STGODE | RMSE27.84 | 7 | 4d ago | |
| SIP | UniST | MAE11.7461 | 2 | 4d ago |
