Traffic Speed Prediction on 26 highway sensor devices (entire 250 rounds)
6.57MSENeighborFL R1
Evaluation Results
| Method | Links | |
|---|---|---|
| NeighborFL R1Pre-training=true2024.07 | 6.57 | |
| NeighborFL L1Pre-training=true2024.07 | 6.77 | |
| NeighborFL R3Pre-training=true2024.07 | 6.98 | |
| NeighborFL L3Pre-training=true2024.07 | 7.11 | |
| r-NaiveFLPre-training=true2024.07 | 7.44 | |
| NaiveFLPre-training=true2024.07 | 7.73 | |
| CentralPre-training=true2024.07 | 10.82 | |
| NeighborFL L1Pre-training=false2024.07 | 14.99 | |
| NeighborFL R1Pre-training=false2024.07 | 15.43 | |
| NeighborFL L3Pre-training=false2024.07 | 15.8 | |
| NeighborFL R3Pre-training=false2024.07 | 16.11 | |
| r-NaiveFLPre-training=false2024.07 | 17.7 | |
| NaiveFLPre-training=false2024.07 | 18.36 | |
| CentralPre-training=false2024.07 | 22.19 |