Table 9 Performance results on BreakHis with proposed Ensembled FedL YOLOv6.
Epochs | Ac | L | VA | VL |
|---|---|---|---|---|
1 | 88.43 | 57.21 | 64.53 | 56.89 |
10 | 83.76 | 41.34 | 82.88 | 44.45 |
20 | 84.73 | 38.78 | 85.52 | 38.20 |
30 | 85.75 | 36.17 | 86.59 | 37.67 |
40 | 87.90 | 30.87 | 80.08 | 42.67 |
50 | 89.26 | 28.67 | 86.53 | 33.45 |
60 | 91.24 | 27.57 | 87.68 | 56.60 |
70 | 92.05 | 14.67 | 89.25 | 26.91 |
80 | 94.78 | 12.89 | 90.78 | 29.68 |
90 | 97.88 | 10.89 | 92.36 | 30.71 |
100 | 98.13 | 7.87 | 94.56 | 11.56 |