| Double Heads | 87.3 | 55.2 | 60.8 | 41.0 | 38.6 | 52.0 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| YOLOv3 | 79.4 | 35.3 | 49.0 | 28.4 | 23.1 | 38.5 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| Sparse RCNN | 69.6 | 44.6 | 54.7 | 30.6 | 30.0 | 44.0 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| Deformable DETR | 76.9 | 52.8 | 53.9 | 35.2 | 36.4 | 48.0 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| RegNet | 85.3 | 51.8 | 60.5 | 41.1 | 35.7 | 51.3 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| TridentNet | 85.1 | 58.3 | 62.6 | 41.3 | 42.6 | 52.9 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| RepPoints | 75.9 | 40.1 | 48.0 | 36.7 | 27.3 | 43.0 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| VarifocalNet | 82.6 | 56.7 | 58.8 | 42.1 | 39.0 | 51.0 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| Empirical Attention | 86.5 | 54.1 | 61.0 | 43.4 | 38.7 | 52.5 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| Deformable Convolutional Network | 87.1 | 55.9 | 61.3 | 41.4 | 36.3 | 51.6 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| Faster RCNN | 73.8 | 47.8 | 52.5 | 34.7 | 30.0 | 44.0 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| Grid RCNN | 77.9 | 50.6 | 54.4 | 37.2 | 43.4 | 47.5 | CPPE-5: Medical Personal Protective Equipment Dataset | - |
| Localization Distillation | 76.5 | 58.8 | 59.4 | 43.0 | 45.8 | 50.9 | CPPE-5: Medical Personal Protective Equipment Dataset | - |