Breast Cancer Segmentation on BUSI 64 (1/8) labels
71.87DSC (Benign)CPC-SAM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CPC-SAMVenue=MICCAI'24, Training Labels=642025.03 | 71.87 | 65.86 | 68.87 | 57.46 | 40.77 | 16.29 | |
| SynFoCMedSAMBackbone=MedSAM, Training Labels=642025.03 | 70.16 | 73.05 | 71.61 | 61.31 | 34.77 | 15.05 | |
| H-SAMVenue=CVPR'24, Training Labels=642025.03 | 67.76 | 63.87 | 65.82 | 54.99 | 41.58 | 17.25 | |
| SAMedVenue=Arxiv'23, Training Labels=642025.03 | 66.89 | 63.52 | 65.21 | 54.13 | 46.47 | 18.39 | |
| SemiSAMVenue=Arxiv'23, Training Labels=642025.03 | 60.65 | 66.35 | 63.5 | 53.25 | 50.43 | 23.46 | |
| BCPVenue=CVPR'23, Training Labels=642025.03 | 60.49 | 65.2 | 62.85 | 52.68 | 50.8 | 18.62 | |
| SymGDVenue=CVPR'24, Training Labels=642025.03 | 60.04 | 72.78 | 66.41 | 56.45 | 40.26 | 18.2 | |
| SynFoCU-NetBackbone=U-Net, Training Labels=642025.03 | 59.56 | 72.69 | 66.13 | 56.41 | 43.52 | 20.67 | |
| FixMatchVenue=NeurIPS'20, Training Labels=642025.03 | 59.49 | 69.8 | 64.65 | 54.6 | 46.48 | 20.68 | |
| SS-NetVenue=MICCAI'22, Training Labels=642025.03 | 56.11 | 63.36 | 59.74 | 49.5 | 51.3 | 22.66 | |
| SupOnlyTraining Labels=642025.03 | 55.38 | 63.51 | 59.45 | 48.94 | 61.1 | 25.44 | |
| UA-MTVenue=MICCAI'19, Training Labels=642025.03 | 53.51 | 62.68 | 58.1 | 47.96 | 55.5 | 26.56 | |
| ABDVenue=CVPR'24, Training Labels=642025.03 | 50.45 | 62.71 | 56.58 | 47.03 | 49.4 | 23.27 | |
| CauSSLVenue=ICCV'23, Training Labels=642025.03 | 49.54 | 59.31 | 54.43 | 44.26 | 57.09 | 29.05 |