Open Access
Table 5.
Best performing Weighted Box Fusion configuration for each dataset with no weight assigned.
| Model | F1 Score | Precision | Recall | Accuracy | Conf. | Cluster | Match | Min. Conf. | mAP@0.5 | mAP@0.5–0.9 |
|---|---|---|---|---|---|---|---|---|---|---|
| Base | 0.420 | 0.472 | 0.378 | 0.266 | 0.2 | 0.2 | 0.2 | 0.4 | 0.247 | 0.166 |
| Merged | 0.430 | 0.485 | 0.386 | 0.274 | 0.2 | 0.2 | 0.2 | 0.4 | 0.304 | 0.207 |
| Augmented | 0.425 | 0.541 | 0.350 | 0.270 | 0.3 | 0.2 | 0.2 | 0.4 | 0.285 | 0.180 |
| Augmented+Merged | 0.440 | 0.490 | 0.399 | 0.282 | 0.2 | 0.2 | 0.2 | 0.3 | 0.324 | 0.214 |
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