Table 4.
The evaluation indicators under different IoUs.
| IoU | TPR (%) | PPV (%) | AP (%) | F1 (%) |
|---|---|---|---|---|
| ≥0.2 | 88.73 | 99.82 | 95.64 | 93.95 |
| ≥0.3 | 87.75 | 98.71 | 92.38 | 92.91 |
| ≥0.4 | 85.95 | 96.69 | 89.31 | 91.00 |
| ≥0.5 | 80.72 | 90.81 | 80.88 | 85.47 |
| ≥0.6 | 72.22 | 81.25 | 68.73 | 76.47 |
| ≥0.7 | 52.29 | 58.82 | 36.97 | 55.36 |
These evaluation indicators are calculated based on 600 positive data items in the test dataset.