Face Detection on WIDER FACE 1 (val)
96.67Detection Score (Easy)YOLOv5x6
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv5x6Backbone=YOLOv5-CSPNet, Params(M)=141.158, Flops(G)=88.6652021.05 | 96.67 | 95.08 | 86.55 | |
| YOLOv5l6Backbone=YOLOv5-CSPNet, Params(M)=76.674, Flops(G)=45.2792021.05 | 96.38 | 94.9 | 85.88 | |
| SCRFD-34GFBackbone=Bottleneck ResNet, Params(M)=9.80, Flops(G)=34.132021.05 | 96.06 | 94.92 | 85.29 | |
| YOLOv5lBackbone=YOLOv5-CSPNet, Params(M)=46.627, Flops(G)=41.6072021.05 | 95.9 | 94.4 | 84.5 | |
| YOLOv5m6Backbone=YOLOv5-CSPNet, Params(M)=35.485, Flops(G)=19.7732021.05 | 95.66 | 94.1 | 85.2 | |
| TinaFaceBackbone=ResNet50, Params(M)=37.98, Flops(G)=172.952021.05 | 95.61 | 94.25 | 81.43 | |
| YOLOv5s6Backbone=YOLOv5-CSPNet, Params(M)=12.386, Flops(G)=6.2802021.05 | 95.48 | 93.66 | 82.8 | |
| YOLOv5mBackbone=YOLOv5-CSPNet, Params(M)=21.063, Flops(G)=18.1462021.05 | 95.3 | 93.76 | 85.28 | |
| HAMBoxBackbone=ResNet50, Params(M)=30.24, Flops(G)=43.282021.05 | 95.27 | 93.76 | 76.75 | |
| SCRFD-10GFBackbone=Basic ResNet, Params(M)=3.86, Flops(G)=9.982021.05 | 95.16 | 93.87 | 83.05 | |
| RetinaFaceBackbone=ResNet50, Params(M)=29.50, Flops(G)=37.592021.05 | 94.92 | 91.9 | 64.17 | |
| YOLOv5sBackbone=YOLOv5-CSPNet, Params(M)=7.075, Flops(G)=5.7512021.05 | 94.33 | 92.61 | 83.15 | |
| DSFDBackbone=ResNet152, Params(M)=120.06, Flops(G)=259.552021.05 | 94.29 | 91.47 | 71.39 | |
| SCRFD-2.5GFBackbone=Basic Resnet, Params(M)=0.67, Flops(G)=2.532021.05 | 93.78 | 92.16 | 77.87 | |
| YOLOv5nBackbone=ShuffleNetv2, Params(M)=1.726, Flops(G)=2.1112021.05 | 93.61 | 91.54 | 80.53 | |
| YOLOv5n0.5Backbone=ShuffleNetv2-0.5, Params(M)=0.447, Flops(G)=0.5712021.05 | 90.76 | 88.12 | 73.82 | |
| SCRFD-0.5GFBackbone=Depth-wise Conv, Params(M)=0.57, Flops(G)=0.5082021.05 | 90.57 | 88.12 | 68.51 | |
| RetinaFaceBackbone=MobileNet0.25, Params(M)=0.44, Flops(G)=0.8022021.05 | 87.78 | 81.16 | 47.32 | |
| FaceBoxesParams(M)=1.01, Flops(G)=0.2752021.05 | 76.17 | 57.17 | 24.18 |