方法 | mAP/% | Cr/% | In/% | Pa/% | PS/% | RS/% | Sc/% | T/ms |
YOLOX-S | 94.23 | 86.78 | 96.74 | 96.17 | 99.68 | 88.98 | 97.34 | 13.79 |
+Focal_Loss | 89.85 | 82.98 | 89.94 | 96.90 | 93.69 | 83.48 | 92.12 | 15.01 |
+EIOU_Loss | 95.46 | 89.90 | 95.15 | 96.85 | 97.61 | 95.69 | 97.55 | 14.18 |
+CBAM | 94.54 | 88.23 | 97.55 | 96.15 | 96.55 | 93.58 | 95.17 | 14.80 |
+Focal_Loss + EIOU_Loss | 89.87 | 83.09 | 89.99 | 96.84 | 93.88 | 83.35 | 92.08 | 19.76 |
+CBAM + EIOU_Loss | 96.14 | 94.12 | 97.71 | 96.48 | 96.77 | 94.40 | 97.35 | 14.24 |
+CBAM + GIOU_Loss | 94.84 | 88.29 | 94.01 | 97.53 | 98.69 | 93.66 | 96.86 | 14.85 |