Instance Segmentation on Dataset 1
0.8078F1 ScoreOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursContrast focus measurement=Contrast 2, Model variant=Yolo-segmentation, IoU confidence threshold=50%2026.01 | 0.8078 | 0.6641 | 0.7968 | 0.8227 | |
| OursContrast focus measurement=Contrast 1, Model variant=Yolo-segmentation, IoU confidence threshold=50%2026.01 | 0.8063 | 0.6638 | 0.7953 | 0.8211 | |
| Our ablationContrast focus measurement=Contrast 1, Model variant=Yolo-focus, IoU confidence threshold=50%2026.01 | 0.7688 | 0.6343 | 0.7658 | 0.7753 | |
| Yolov12Model variant=Yolo-segmentation, IoU confidence threshold=50%2026.01 | 0.7664 | 0.6302 | 0.7558 | 0.7804 | |
| Our ablationContrast focus measurement=Contrast 2, Model variant=Yolo-focus, IoU confidence threshold=50%2026.01 | 0.7649 | 0.6305 | 0.763 | 0.7701 | |
| Mask R-CNNIoU confidence threshold=50%2026.01 | 0.6312 | 0.5721 | 0.7507 | 0.5548 |