Object Detection on USE50k Set-2
77.6mAP (Person)Proposed (Suspicious Object Detector)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed (Suspicious Object Detector)Backbone=CSPDarknet53, Approach=Feature fusion2025.12 | 77.6 | 79 | 72.8 | 75 | |
| RetinaFaceBackbone=RetinaNet, Approach=Context reasoning2025.12 | 76.6 | 77.6 | 72.1 | 72.6 | |
| SSHBackbone=VGG16, Approach=Context reasoning2025.12 | 76 | 73 | 61 | 66 | |
| DRNBackbone=ResNet50, Approach=Anchor matching2025.12 | 76 | 74 | 66 | 73 | |
| Tiny FaceBackbone=ResNet101, Approach=Context reasoning2025.12 | 75 | 69 | 66 | 74 | |
| Face-MagNetBackbone=VGG16, Approach=Context reasoning2025.12 | 73.1 | 68.4 | 66.7 | 73.6 | |
| EXTDBackbone=MobileNet, Approach=Feature fusion2025.12 | 72.9 | 65.8 | 64.4 | 73.9 | |
| Face-RCNNBackbone=VGG19, Approach=Anchor matching2025.12 | 69.1 | 62.5 | 61.8 | 69.9 |