| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Los-loop | factorized ST-TGCN | RMSE3.5969 | 65 | 4d ago | |
| SZ-taxi | factorized ST-TGCN | RMSE3.108 | 65 | 4d ago | |
| PeMS-BAY 15 min horizon (test) | Adaptive graph connectivity | MAE1.5 | 18 | 4d ago | |
| Traffic Prediction Simulation last 24 rounds (test) | NeighborFL L1 | Average Device MSE7.45 | 14 | 4d ago | |
| PeMS (test) | MemDA | RMSE2.297 | 13 | 4d ago | |
| BjTT T=15 (60 min) (test) | CrossTrafficLLM | MAE3.55 | 12 | 4d ago | |
| BjTT T=10 (40 min) (test) | CrossTrafficLLM | MAE3.37 | 12 | 4d ago | |
| BjTT T=5 (20 min) (test) | CrossTrafficLLM | MAE3.25 | 12 | 4d ago | |
| Trento (test) | STNet-Sim2RealBO | MAE5.63 | 8 | 4d ago | |
| Milano (test) | STNet-Sim2RealBO | MAE3.96 | 8 | 4d ago | |
| Xiamen (test) | Graph WaveNet | MAE (15 min)11.26 | 8 | 4d ago | |
| PeMS-BAY 30 min horizon (test) | Full cross-cloudlet connectivity | MAE2.03 | 4 | 4d ago | |
| PeMSD7-M 15 min horizon (test) | Adaptive graph connectivity | MAE2.44 | 3 | 4d ago | |
| PeMSD7-M 60 min horizon (test) | Adaptive graph connectivity | MAE4.59 | 2 | 4d ago | |
| PeMSD7-M 30 min horizon (test) | Adaptive graph connectivity | MAE3.37 | 2 | 4d ago | |
| PeMS-BAY 60 min horizon (test) | Adaptive graph connectivity | MAE2.7 | 2 | 4d ago |
