Brain Tumor Segmentation on BraTS T2f→T1c
82.4Dice TCSupervised
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SupervisedVFM=false2026.03 | 82.4 | 83.6 | 84.8 | 85.3 | 1.4 | 1.4 | 0.8 | 1 | |
| Tell2AdaptVFM=true2026.03 | 72.8 | 78.6 | 78.3 | 78.2 | 2.5 | 1.7 | 1.2 | 1.8 | |
| UPLVFM=false2026.03 | 43.4 | 15.6 | 44.6 | 53.7 | 28.6 | 46.2 | 27.6 | 29.7 | |
| IPLCVFM=true2026.03 | 29.6 | 39.9 | 13.7 | 44.8 | 43.9 | 19.2 | 59.4 | 33 | |
| SRPLVFM=true2026.03 | 24.1 | 7.4 | 22.3 | 6.5 | 36.4 | 27.7 | 45 | 39 | |
| BaselineVFM=false2026.03 | 18.8 | 2.1 | 42.7 | 54 | 10.8 | 23.8 | 6.4 | 11.6 | |
| IAPCVFM=false2026.03 | 13.2 | 6.7 | 4.2 | 3.8 | 65.6 | 77.5 | 64.9 | 80.6 | |
| ProtoContraVFM=false2026.03 | 2.6 | 15.5 | 11.6 | 13 | 53.1 | 50 | 47.8 | 34.1 | |
| DFGVFM=true2026.03 | 1.3 | 3.6 | 5.1 | 1.6 | 50.7 | 67.3 | 60.7 | 53.2 |