Medical Image Segmentation on CAMUS (test)
88.05DSCOurs
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OursLabeling Ratio=10%2026.04 | 88.05 | — | — | 7.32 | 8.22 | 79.51 | |
| BCPLabeling Ratio=10%2026.04 | 87.88 | — | — | 11.53 | 8.4 | 79.19 | |
| SS-NetLabeling Ratio=10%2026.04 | 86.98 | — | — | 13.48 | 9.71 | 78.31 | |
| MC-NetLabeling Ratio=10%2026.04 | 86.65 | — | — | 13.19 | 9.28 | 76.85 | |
| OursLabeling Ratio=5%2026.04 | 86.41 | — | — | 9.87 | 9.27 | 77.19 | |
| BCPLabeling Ratio=5%2026.04 | 86.15 | — | — | 10.79 | 10.22 | 76.66 | |
| SS-NetLabeling Ratio=5%2026.04 | 85.89 | — | — | 11.85 | 13.59 | 76.56 | |
| DTCLabeling Ratio=10%2026.04 | 84.63 | — | — | 12.47 | 10.21 | 77.35 | |
| RW-CPalpha=0.2, constraint=Moderate2026.01 | 84.2 | 84.8 | 0.88 | 12.02 | 39.7 | — | |
| UA-MTLabeling Ratio=10%2026.04 | 83.25 | — | — | 13.83 | 11.64 | 76.21 | |
| MC-NetLabeling Ratio=5%2026.04 | 82.84 | — | — | 13.85 | 15.51 | 71.36 | |
| Standard CRCalpha=0.2, constraint=Moderate2026.01 | 81.07 | 84.5 | 0.94 | 18.53 | 74.26 | — | |
| Base Modelalpha=None2026.01 | 80.85 | 87 | — | 19.66 | 78.06 | — | |
| DTCLabeling Ratio=5%2026.04 | 80.81 | — | — | 14.42 | 17.32 | 67.37 | |
| RW-CPalpha=0.1, constraint=Tight2026.01 | 79.75 | 95.4 | 1.23 | 17.19 | 55.45 | — | |
| UA-MTLabeling Ratio=5%2026.04 | 78.63 | — | — | 16.58 | 21.74 | 65.6 | |
| Standard CRCalpha=0.1, constraint=Tight2026.01 | 74.12 | 95.2 | 1.39 | 32.05 | 109.06 | — | |
| Consemaalpha=0.2, constraint=Moderate2026.01 | 73.23 | 96.1 | 1.44 | 26.61 | 93.93 | — | |
| Consemaalpha=0.1, constraint=Tight2026.01 | 66.83 | 98.2 | 1.74 | 33.66 | 101.6 | — | |
| Consemaalpha=0.05, constraint=Very tight2026.01 | 55.75 | 99.4 | 2.38 | 50.24 | 118.25 | — | |
| RW-CPalpha=0.05, constraint=Very tight2026.01 | 51.73 | 99.8 | 2.65 | 57.19 | 115.76 | — | |
| Standard CRCalpha=0.05, constraint=Very tight2026.01 | 20.85 | 99.7 | 8.29 | 133.95 | 242.25 | — |