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The comparison of 2D image segmentation methods for indica and japonica rice varieties. The best results are in boldface.
| Variety | Method | F1 score (%) | IoU (%) | ||
|---|---|---|---|---|---|
| Val | Test | Val | Test | ||
| Indica rice | Mask-RCNN | 85.0 | 82.6 | 76.3 | 73.5 |
| YOLOv8 | 86.1 | 82.9 | 79.2 | 76.4 | |
| PanicleNeRF | 87.3 | 84.0 | 81.1 | 78.6 | |
| Japonica rice | Mask-RCNN | 85.5 | 85.8 | 75.7 | 75.9 |
| YOLOv8 | 88.7 | 85.3 | 80.9 | 77.4 | |
| PanicleNeRF | 89.2 | 87.0 | 81.3 | 78.2 | |
