Brain Tumor Segmentation on BraTS T2w→T1n
62.8Dice TCSupervised
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SupervisedVFM=false2026.03 | 62.8 | 83.6 | 71.6 | 83.9 | 2.3 | 1.4 | 1.8 | 1.2 | |
| UPLVFM=false2026.03 | 46.5 | 10.7 | 60.3 | 38.7 | 16.5 | 56.9 | 23.2 | 22.9 | |
| Tell2AdaptVFM=true2026.03 | 41.7 | 78.2 | 51.5 | 77.3 | 5.2 | 1.7 | 4 | 2.2 | |
| IPLCVFM=true2026.03 | 25.7 | 30 | 39.7 | 16.2 | 47.2 | 36.7 | 36.3 | 45.4 | |
| SRPLVFM=true2026.03 | 8.4 | 9.2 | 9.9 | 2.5 | 70.8 | 25.9 | 50.7 | 51.3 | |
| BaselineVFM=false2026.03 | 4.6 | 13.9 | 3.2 | 25.9 | 48.4 | 19.4 | 38.1 | 57.1 | |
| DFGVFM=true2026.03 | 0.8 | 7.6 | 4.2 | 1.6 | 53.9 | 63.2 | 59.4 | 65.7 | |
| ProtoContraVFM=false2026.03 | 0.7 | 11.6 | 0.4 | 0.7 | 55.8 | 61.4 | 36.2 | 52.7 | |
| IAPCVFM=false2026.03 | 0.7 | 7.1 | 2.2 | 3.5 | 71.9 | 74.3 | 66.7 | 60.5 |