| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PEMS08 (test) | DWAFM | MAE13.57 | 78 | 1mo ago | |
| PEMS04 (test) | DTRformer | MAE18 | 78 | 1mo ago | |
| PeMSD7 M | STG-NRDE | MAE2.66 | 70 | 17d ago | |
| PEMS03 (test) | StemGNN | MAE14.32 | 61 | 1mo ago | |
| PeMSD7 (L) | STG-NCDE | RMSE5.76 | 60 | 1mo ago | |
| PeMS08 | PM-DMNet(R) | RMSE23.22 | 26 | 1mo ago | |
| PeMS07 | FAST | MAPE8.63 | 25 | 2d ago | |
| PeMS04 | FAST | RMSE30.94 | 18 | 2d ago | |
| PeMS08 60min horizon | DASTNet | MAE18.84 | 14 | 1mo ago | |
| PeMS08 30min horizon | DASTNet | MAE16.41 | 14 | 1mo ago | |
| PeMS08 15min horizon | DASTNet | MAE15.26 | 14 | 1mo ago | |
| PeMS07 60min horizon | DASTNet | MAE26.88 | 14 | 1mo ago | |
| PeMS07 30min horizon | DASTNet | MAE22.96 | 14 | 1mo ago | |
| PeMS07 15min horizon | DASTNet | MAE20.91 | 14 | 1mo ago | |
| PeMS04 60min horizon | DASTNet | MAE22.82 | 14 | 1mo ago | |
| PeMS04 30min horizon | DASTNet | MAE20.67 | 14 | 1mo ago | |
| PeMS04 15min horizon | DASTNet | MAE19.25 | 14 | 1mo ago | |
| BayArea Jan 2019 - Dec 2019 (5:2:3) | ADCSD | MAE14.667 | 12 | 1mo ago | |
| PeMS07 Jan 2017 - Aug 2017 (6:2:2) | ADCSD | MAE19.627 | 12 | 1mo ago | |
| SimSF-Bay | UniST-Pred | RMSE3.6 | 11 | 1mo ago | |
| Seattle (test) | RIPCN | MAE94.97 | 10 | 1mo ago | |
| NYCTaxi | PDEDER | Averaged MAPE30.1 | 7 | 24d ago | |
| PeMS03 | STGODE | RMSE27.84 | 7 | 1mo ago | |
| SIP | UniST | MAE11.7461 | 2 | 1mo ago |
