Detection on Synthetic IoUT deployment (test)
100Participation RateHFL-NoCoop
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HFL-NoCoopN=1502026.03 | 100 | 85.73 | 100.9 | |
| HFL-SelectiveN=1502026.03 | 100 | 85.75 | 117.7 | |
| HFL-NearestN=1502026.03 | 100 | 85.71 | 176.4 | |
| HFL-NoCoopN=2002026.03 | 100 | 86.67 | 134 | |
| HFL-SelectiveN=2002026.03 | 100 | 86.64 | 160.8 | |
| HFL-NearestN=2002026.03 | 100 | 86.55 | 234.6 | |
| HFL-NoCoopN=502026.03 | 98 | 84.81 | 33.5 | |
| HFL-SelectiveN=502026.03 | 98 | 84.78 | 36.9 | |
| HFL-NearestN=502026.03 | 98 | 85.19 | 58.9 | |
| HFL-NoCoopN=1002026.03 | 96 | 86.16 | 67 | |
| HFL-SelectiveN=1002026.03 | 96 | 86.24 | 78.7 | |
| HFL-NearestN=1002026.03 | 96 | 86.35 | 117.3 | |
| FedProxN=502026.03 | 51 | 85.48 | 4 | |
| FedProxN=1002026.03 | 49 | 85.84 | 7.7 | |
| FedProxN=1502026.03 | 48 | 85.26 | 11.6 | |
| FedProxN=2002026.03 | 48 | 86.13 | 15.2 |