Object Detection on GRAZPEDWRI-DX (test)
93.9Fracture APDeepLOC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeepLOCoptimizer=SGD, batch size=32, setting=fine-tuning2023.08 | 93.9 | 93.8 | 62.6 | 11.5 | 65.4 | |
| Yolov7optimizer=SGD, batch size=32, setting=fine-tuning2023.08 | 93.8 | 91.2 | 60.6 | 5.7 | 62.8 | |
| Yolov7+SW+CBAM(ba)optimizer=SGD, batch size=32, setting=fine-tuning, module=Swin transformer block + CBAM, block insertion=before detection heads2023.08 | 93.8 | 93.2 | 63.5 | 7 | 64.6 | |
| Yolov7+SW(ba)optimizer=SGD, batch size=32, setting=fine-tuning, module=Swin transformer block, block insertion=before detection heads2023.08 | 93.6 | 92.8 | 63.6 | 10.6 | 65.1 | |
| Yolov7+GAMoptimizer=SGD, batch size=32, setting=fine-tuning, module=GAM2023.08 | 93.3 | 93.2 | 60.7 | 8 | 63.8 | |
| Yolov7+CBAMoptimizer=SGD, batch size=32, setting=fine-tuning, module=CBAM2023.08 | 93.2 | 92.2 | 60.8 | 7 | 63.3 | |
| Yolov7+SW(B+ba)optimizer=SGD, batch size=32, setting=fine-tuning, module=Swin transformer block, block insertion=backbone and before detection heads2023.08 | 93.2 | 92.6 | 58.9 | 2 | 65.1 |