Category | RetinaNet | SCR Det | F3Net | 原YOLOX | 本文修改后的网络 |
AP (%) | |||||
PL | 88.67 | 89.98 | 88.89 | 90.30 | 90.44 |
BD | 77.62 | 80.65 | 78.48 | 74.69 | 71.23 |
BR | 41.81 | 52.09 | 54.62 | 58.10 | 66.91 |
GTF | 58.17 | 68.36 | 74.43 | 67.06 | 69.04 |
SV | 74.58 | 68.36 | 72.80 | 82.54 | 83.31 |
LV | 71.64 | 60.32 | 77.52 | 87.30 | 87.28 |
SH | 79.11 | 72.41 | 87.54 | 88.28 | 88.71 |
TC | 90.29 | 90.85 | 90.87 | 90.29 | 90.59 |
BC | 82.18 | 87.94 | 87.64 | 67.73 | 70.65 |
ST | 74.32 | 86.86 | 85.63 | 86.59 | 88.27 |
SBF | 54.75 | 65.02 | 63.80 | 60.12 | 69.54 |
RA | 60.60 | 66.68 | 64.53 | 67.38 | 74.35 |
HA | 62.57 | 66.25 | 78.06 | 58.50 | 67.41 |
SP | 69.67 | 66.25 | 72.36 | 85.22 | 86.94 |
HC | 60.64 | 68.24 | 63.19 | 80.74 | 81.40 |
mAP | 69.77 | 72.68 | 76.02 | 76.32 | 79.07 |