Brain Tumor Segmentation on BraTS T1c→T2f
63.1Dice Score (TC)Supervised
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SupervisedVFM=false2026.03 | 63.1 | 90.3 | 66.6 | 83.7 | 2.5 | 0.97 | 2.2 | 1 | |
| Tell2AdaptVFM=true2026.03 | 42.2 | 86 | 44.6 | 77.1 | 7.4 | 1.2 | 4.5 | 1.9 | |
| UPLVFM=false2026.03 | 25 | 46.6 | 22.6 | 55.9 | 32.9 | 26.1 | 36.9 | 29.7 | |
| IPLCVFM=true2026.03 | 17.6 | 42.8 | 39.9 | 28.7 | 55.1 | 48.2 | 34.6 | 27.2 | |
| SRPLVFM=true2026.03 | 15.9 | 3.8 | 23.3 | 5.5 | 40.2 | 30.6 | 34.5 | 30.2 | |
| BaselineVFM=false2026.03 | 4.8 | 1.3 | 14.2 | 49.3 | 39.9 | 22.7 | 33.8 | 26.3 | |
| IAPCVFM=false2026.03 | 1 | 6.9 | 2.3 | 29.4 | 69.1 | 68.8 | 59.7 | 62.1 | |
| DFGVFM=true2026.03 | 0.2 | 9.2 | 6.6 | 4.3 | 65 | 49.1 | 58.6 | 50.7 | |
| ProtoContraVFM=false2026.03 | 0.1 | 58.4 | 12.1 | 14.4 | 51.5 | 18 | 38 | 25.8 |