Open Access
表1
基于语义特征一致性监督金字塔网络的目标检测平均准确率 %
| 方法 | 骨干网络 | 学习率 | AP | AP50 | AP75 | APS | APM | APL | FLOPs |
| SABL(ECCV2020) | F_ResNet-50 | 1x | 39.9 | 58.1 | 42.8 | 22.9 | 43.9 | 51.8 | 270G |
| AugFPN(CVPR2020) | F_ResNet-50 | 1x | 38.8 | 61.5 | 42.0 | 23.3 | 42.1 | 47.7 | 250G |
| PConV(CVPR2020) | F_ResNet-50 | 1x | 39.7 | 60.4 | 43.6 | 23.0 | 44.8 | 57.8 | 239G |
| 本文方法 | F_ResNet-50 | 1x | 40.0 | 60.8 | 43.0 | 23.5 | 43.5 | 50.9 | 196G |
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