Medical Image Segmentation on LA (5% labels)
86.91Dice Score (%)MPCL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPCLType=MPL, Lb/ULb=4/76 (5%)2026.07 | 86.91 | 77.15 | 7.97 | 2.48 | |
| MPERType=MPL, Lb/ULb=4/76 (5%)2026.07 | 86.07 | 75.69 | 11.19 | 2.96 | |
| DBiSLLabeling Ratio=5%2026.02 | 84.62 | — | — | — | |
| BaPCType=MPL, Lb/ULb=4/76 (5%)2026.07 | 84.53 | 73.68 | 12.07 | 3.07 | |
| UPCoLType=SPL, Lb/ULb=4/76 (5%)2026.07 | 82.02 | 70.88 | 12.08 | 3.89 | |
| UA-MTType=CR, Lb/ULb=4/76 (5%)2026.07 | 81.55 | 69.44 | 27.57 | 7.83 | |
| CPCLType=SPL, Lb/ULb=4/76 (5%)2026.07 | 80.65 | 68.46 | 15.38 | 3.92 | |
| DTCType=CR, Lb/ULb=4/76 (5%)2026.07 | 80.56 | 68.63 | 18.94 | 5.17 | |
| TTMCType=CR, Lb/ULb=4/76 (5%)2026.07 | 80.33 | 68.18 | 11.61 | 3.14 | |
| BaselineLabeling Ratio=5%2026.02 | 62.23 | — | — | — | |
| V-NETType=SS, Lb/ULb=4/0 (5%)2026.07 | 44.98 | 33.27 | 36.59 | 10.12 |