| PEMSD7 L | PM-DMNet(P) | RMSE5.79 | | 19 | 4d ago |
| PEMSD7 M | PM-DMNet(P) | RMSE5.33 | | 19 | 4d ago |
| PEMS-BAY Horizon 12 (test) | GMAN | MAE1.86 | | 16 | 4d ago |
| PEMS-BAY Horizon 6 (test) | DGCRN | MAE1.59 | | 16 | 4d ago |
| PEMS-BAY Horizon 3 (test) | DGCRN | MAE1.28 | | 16 | 4d ago |
| METR-LA Horizon 12 (test) | GMAN | MAE3.44 | | 16 | 4d ago |
| METR-LA Horizon 6 (test) | DGCRN | MAE2.99 | | 16 | 4d ago |
| METR-LA Horizon 3 (test) | DGCRN | MAE2.62 | | 16 | 4d ago |
| PEMS-BAY | TITAN | MAE (15 min)1.12 | | 15 | 4d ago |
| 26 highway sensor devices (entire 250 rounds) | NeighborFL R1 | MSE6.57 | | 14 | 4d ago |
| NE-BJ Horizon 12 (test) | DGCRN | MAE4.79 | | 13 | 4d ago |
| NE-BJ Horizon 6 (test) | DGCRN | MAE4.23 | | 13 | 4d ago |
| NE-BJ Horizon 3 (test) | DGCRN | MAE3.56 | | 13 | 4d ago |
| PEMS-BAY 60 min | Graph WaveNet | MAE1.95 | | 12 | 4d ago |
| SIP (test) | CMuST | MAE0.6843 | | 11 | 4d ago |
| OS I4 | MMCAformer | RMSE5.86 | | 8 | 4d ago |
| Hills I275 | MMCAformer | RMSE6.71 | | 8 | 4d ago |
| Hills I75 | MMCAformer | RMSE5.78 | | 8 | 4d ago |
| Hills I4 | MMCAformer | RMSE7.49 | | 8 | 4d ago |
| PEMS-BAY 15 min | 3D-TGCN | MAE1.34 | | 7 | 4d ago |
| Q-Traffic event intervals (test) | Hybrid Model | MAPE (15-min)4.61 | | 7 | 4d ago |
| Q-Traffic (test) | Seq2Seq+NB | Error (15 min)4.52 | | 7 | 4d ago |
| PEMS-BAY | Graph WaveNet | RMSE (15 min)2.74 | | 6 | 4d ago |
| PEMS-BAY 30 min | 3D-TGCN | MAE1.69 | | 6 | 4d ago |
