Brain Tumor Segmentation on BraTS T1CE Target Domain (test)
75.7WT ScoreFully supervised
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Fully supervisedTarget domain=T1CE2025.09 | 75.7 | 83.79 | 80.37 | 79.95 | — | — | — | — | |
| Ours-PLTarget domain=T1CE2025.09 | 62.47 | 67.89 | 44.12 | 58.16 | — | — | — | — | |
| Ours-ADTarget domain=T1CE2025.09 | 57.99 | 61.77 | 34.38 | 51.38 | — | — | — | — | |
| FPL+Target domain=T1CE2025.09 | 48.72 | 56.17 | 36.63 | 47.17 | — | — | — | — | |
| Ours-GSTarget domain=T1CE2025.09 | 46.34 | 67.35 | 44.33 | 52.67 | — | — | — | — | |
| GenericSSLTarget domain=T1CE2025.09 | 46.07 | 55.18 | 35.3 | 45.52 | — | — | — | — | |
| SIFATarget domain=T1CE2025.09 | 42.37 | 49.74 | 35.62 | 42.58 | — | — | — | — | |
| ADVENTTarget domain=T1CE2025.09 | 40.67 | 48.28 | 34.81 | 41.25 | — | — | — | — | |
| FDATarget domain=T1CE2025.09 | 39.91 | 53.17 | 35.77 | 42.95 | — | — | — | — | |
| Diff-styleTarget domain=T1CE2025.09 | 37.69 | 45.12 | 19.18 | 34 | — | — | — | — | |
| CyCADATarget domain=T1CE2025.09 | 22.26 | 35.71 | 16.79 | 24.92 | — | — | — | — | |
| PSIGANTarget domain=T1CE2025.09 | 21.68 | 32.83 | 17.98 | 24.16 | — | — | — | — | |
| CycleGANTarget domain=T1CE2025.09 | 12.55 | 23.93 | 12.49 | 16.32 | — | — | — | — | |
| No AdaptationTarget domain=T1CE2025.09 | 9.96 | 20.35 | 14.57 | 14.96 | — | — | — | — | |
| ADVENT2025.09 | — | — | — | — | 33.96 | 44.02 | 46.79 | 41.59 | |
| CyCADA2025.09 | — | — | — | — | 61.17 | 76.48 | 80.84 | 72.83 | |
| CycleGAN2025.09 | — | — | — | — | 57.4 | 58.61 | 63.3 | 59.77 | |
| Diff-style2025.09 | — | — | — | — | 37.6 | 44.66 | 53.62 | 45.29 | |
| FDA2025.09 | — | — | — | — | 39.2 | 56.11 | 59.39 | 51.57 | |
| FPL+2025.09 | — | — | — | — | 49.06 | 45.37 | 48.22 | 47.55 | |
| Fully supervised2025.09 | — | — | — | — | 10.85 | 8.74 | 15.23 | 11.61 | |
| GenericSSL2025.09 | — | — | — | — | 53.41 | 46.18 | 50.91 | 50.16 | |
| No Adaptation2025.09 | — | — | — | — | 59.1 | 59.55 | 65.03 | 61.23 | |
| Ours-ADvariant=AD2025.09 | — | — | — | — | 20.77 | 33.62 | 39.38 | 31.26 | |
| Ours-GSvariant=GS2025.09 | — | — | — | — | 57.2 | 22.39 | 25.61 | 35.07 | |
| Ours-PLvariant=PL2025.09 | — | — | — | — | 20.89 | 23.07 | 27.84 | 23.93 | |
| PSIGAN2025.09 | — | — | — | — | 41.47 | 70.43 | 74.69 | 62.2 | |
| SIFA2025.09 | — | — | — | — | 31.59 | 43.24 | 45.82 | 40.22 |