Object Detection on USE50k Set-1
82.9mAP (Person)Proposed (Suspicious Object Detector)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed (Suspicious Object Detector)Backbone=CSPDarknet53, Approach=Feature fusion2025.12 | 82.9 | 83.3 | 80.6 | 83.6 | |
| RetinaFaceBackbone=RetinaNet, Approach=Context reasoning2025.12 | 80.1 | 81.5 | 78.6 | 80 | |
| DRNBackbone=ResNet50, Approach=Anchor matching2025.12 | 79 | 79 | 73 | 77 | |
| Face-RCNNBackbone=VGG19, Approach=Anchor matching2025.12 | 78.6 | 78.8 | 70.8 | 77 | |
| Tiny FaceBackbone=ResNet101, Approach=Context reasoning2025.12 | 78 | 77 | 73 | 78 | |
| SSHBackbone=VGG16, Approach=Context reasoning2025.12 | 78 | 80 | 68 | 73 | |
| Face-MagNetBackbone=VGG16, Approach=Context reasoning2025.12 | 77.6 | 77.1 | 69.8 | 77.9 | |
| EXTDBackbone=MobileNet, Approach=Feature fusion2025.12 | 77.4 | 76.5 | 72.3 | 77.8 |