Open Access
Table 3.
Best performing hard voting configuration for each dataset.
| Model | F1 Score | Precision | Recall | Accuracy | Vote | Cluster | Match | mAP@0.5 | mAP@0.5–0.9 |
|---|---|---|---|---|---|---|---|---|---|
| Base | 0.716 | 0.803 | 0.646 | 0.558 | 5 | 0.2 | 0.2 | 0.678 | 0.468 |
| Merged | 0.700 | 0.794 | 0.626 | 0.539 | 5 | 0.3 | 0.2 | 0.655 | 0.444 |
| Augmented | 0.711 | 0.816 | 0.630 | 0.552 | 5 | 0.3 | 0.2 | 0.692 | 0.470 |
| Augmentation+Merged | 0.728 | 0.791 | 0.675 | 0.572 | 4 | 0.2 | 0.2 | 0.618 | 0.431 |
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