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Evaluation results for YOLOv3 and Mixed YOLOv3-LITE for ShipData.
| Train Dataset | Test Dataset | Model Name | Precision (%) | Recall (%) | F1 (%) | mAP (%) |
|---|---|---|---|---|---|---|
| Subset A | Subset B | YOLOv3 | 98.83 | 98.68 | 97.24 | 98.60 |
| Mixed YOLOv3-LITE | 96.15 | 99.01 | 97.56 | 98.88 | ||
| Subset B | Subset A | YOLOv3 | 58.79 | 62.04 | 60.37 | 51.65 |
| Mixed YOLOv3-LITE | 31.03 | 83.29 | 45.21 | 64.68 |
