A | B | C | D | Precision/% | Recall/% | mAP@0.5/% | mAP@.5:.95/% | FPS | Parameters/M |
× | × | × | × | 77.8 | 68.7 | 77.1 | 60.4 | 204 | 11.15 |
√ | × | × | × | 83.1 | 72.8 | 82 | 64.5 | 161 | 12.69 |
√ | √ | × | × | 85.2 | 77.3 | 86.9 | 67.9 | 123 | 4.51 |
√ | √ | √ | × | 86.6 | 78.9 | 88.1 | 68.6 | 125 | 4.51 |
√ | √ | √ | √ | 87.5 | 80.4 | 88.6 | 69.1 | 120 | 4.52 |