Nodule Segmentation on Breast ultrasound images
93.44DICEU-net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| U-netsupervision=fully-supervised2021.08 | 93.44 | 87.91 | 84.76 | 15.22 | 2.68 | |
| Flip Learningsupervision=weakly-supervised, labels=BBox annotations2021.08 | 91.12 | 83.81 | 80.31 | 16.95 | 2.8 | |
| SP-RGsupervision=weakly-supervised, labels=BBox annotations2021.08 | 62.66 | 47.31 | -64.76 | 61.99 | 14.17 | |
| Grad-CAM++supervision=weakly-supervised, labels=BBox annotations2021.08 | 61.99 | 45.94 | -40.17 | 57.11 | 22.91 | |
| Grad-CAMsupervision=weakly-supervised, labels=BBox annotations2021.08 | 52.66 | 38.77 | -153.95 | 61.71 | 24.91 | |
| Saliencysupervision=weakly-supervised, labels=BBox annotations2021.08 | 43.02 | 27.89 | -199.9 | 85.08 | 25.86 | |
| GrabCutsupervision=weakly-supervised, labels=BBox annotations2021.08 | 1.66 | 1.07 | — | 38.11 | 8.11 |