Breast Cancer Segmentation on BUSI 129 (1/4) labels
74.01DSC (Benign)CPC-SAM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CPC-SAMVenue=MICCAI'24, Training Labels=1292025.03 | 74.01 | 71.13 | 72.57 | 61.8 | 34.04 | 13.3 | |
| SynFoCMedSAMBackbone=MedSAM, Training Labels=1292025.03 | 73.74 | 75.75 | 74.75 | 64.9 | 31.29 | 12.45 | |
| H-SAMVenue=CVPR'24, Training Labels=1292025.03 | 70.86 | 65.55 | 68.21 | 57.26 | 38.83 | 18.12 | |
| SAMedVenue=Arxiv'23, Training Labels=1292025.03 | 70.79 | 68.09 | 69.44 | 58.4 | 38.49 | 14.67 | |
| BCPVenue=CVPR'23, Training Labels=1292025.03 | 61.96 | 67.21 | 64.59 | 53.68 | 55.82 | 22.87 | |
| SymGDVenue=CVPR'24, Training Labels=1292025.03 | 61.68 | 72.09 | 66.89 | 56.79 | 44.23 | 17.82 | |
| SemiSAMVenue=Arxiv'23, Training Labels=1292025.03 | 61.61 | 68.25 | 64.93 | 55.12 | 48.1 | 19.08 | |
| FixMatchVenue=NeurIPS'20, Training Labels=1292025.03 | 61.28 | 71.13 | 66.21 | 55.77 | 49.73 | 21.28 | |
| SynFoCU-NetBackbone=U-Net, Training Labels=1292025.03 | 61.28 | 71.45 | 66.37 | 56.45 | 49.89 | 22.58 | |
| SupOnlyTraining Labels=1292025.03 | 59.57 | 66.05 | 62.81 | 52.31 | 54.26 | 23.29 | |
| CauSSLVenue=ICCV'23, Training Labels=1292025.03 | 58.97 | 62.57 | 60.77 | 50.47 | 48.05 | 21.46 | |
| SS-NetVenue=MICCAI'22, Training Labels=1292025.03 | 56.94 | 64.18 | 60.56 | 51.09 | 49.69 | 21.32 | |
| ABDVenue=CVPR'24, Training Labels=1292025.03 | 56.62 | 63.85 | 60.24 | 49.34 | 48.98 | 20.83 | |
| UA-MTVenue=MICCAI'19, Training Labels=1292025.03 | 56.54 | 64.92 | 60.73 | 50.69 | 50.29 | 23.15 |