Medical Image Segmentation on MNMS
85.44Metric B ScoreGenericSSL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GenericSSLsetting=Domain Generalisation, labeling=5% labeled2026.07 | 85.44 | 81.71 | 82.18 | 83.9 | 83.31 | |
| UniT-Diffsetting=Domain Generalisation, labeling=5% labeled2026.07 | 85.26 | 82.56 | 84.16 | 84.78 | 84.19 | |
| TEGDAsetting=Domain Generalisation, labeling=5% labeled2026.07 | 83.78 | — | 79.34 | 82.04 | 81.72 | |
| vMFNetsetting=Domain Generalisation, labeling=5% labeled2026.07 | 82.29 | 77.06 | 84.01 | 85.13 | 82.12 | |
| DGNetsetting=Domain Generalisation, labeling=5% labeled2026.07 | 80.3 | 72.4 | 82.51 | 83.77 | 79.75 | |
| nnUNetsetting=Domain Generalisation, labeling=5% labeled2026.07 | 79.73 | 65.3 | 78.06 | 81.25 | 76.09 | |
| BCPsetting=Domain Generalisation, labeling=5% labeled2026.07 | 79.04 | 73.66 | 77.01 | 78.49 | 77.05 | |
| SDNet+Augsetting=Domain Generalisation, labeling=5% labeled2026.07 | 77.31 | 71.21 | 81.4 | 79.95 | 77.47 | |
| SAMLsetting=Domain Generalisation, labeling=5% labeled2026.07 | 76.35 | 67.11 | 77.43 | 78.64 | 74.88 | |
| LDDGsetting=Domain Generalisation, labeling=5% labeled2026.07 | 69.49 | 66.22 | 73.4 | 75.66 | 71.29 |