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Comprehensive index comparison of 6 algorithms under TBD dataset.
| Evaluation metrics | YOLOv4 (%) | YOLOv5 (%) | YOLOX (%) | YOLOv7 (%) | EfficientDet (%) | Faster R-CNN (%) | CenterNet (%) |
|---|---|---|---|---|---|---|---|
| y0.25 | 92.67 | 90.75 | 92.34 | 92.49 | 91.46 | 82.36 | 90.89 |
| y0.5 | 93.18 | 91.78 | 93.25 | 93.23 | 92.28 | 85.52 | 91.76 |
| y0.6 | 93.41 | 92.30 | 93.77 | 93.49 | 92.55 | 87.27 | 92.12 |
| y0.7 | 93.64 | 92.82 | 94.21 | 93.75 | 92.82 | 89.01 | 92.47 |
