Abdominal Segmentation on AMOS MR → CT
75.6LiverProtoContra
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ProtoContraVFM=false2026.03 | 75.6 | 99.5 | 72.6 | 67.9 | 94.1 | 34.4 | 59.4 | 24.8 | 37.1 | 30.8 | — | — | 45.8 | — | — | — | 58.4 | |
| DFGVFM=true2026.03 | 67.3 | 98.5 | 77 | 72.5 | — | 10.7 | 54 | 20.5 | 30.5 | 30.5 | — | — | 34.4 | — | — | — | 49.6 | |
| IAPCVFM=false2026.03 | 54.4 | 92.3 | 65.2 | 69.8 | 82 | 25.8 | 77.6 | 29.9 | 27.7 | 54.2 | — | — | 45.3 | 31.1 | 31.2 | 31.2 | 54.9 | |
| UPLVFM=false2026.03 | 37 | 79 | 87.2 | 72.4 | — | 14.8 | 31.6 | 23.7 | 50.2 | 29.3 | — | — | 54.4 | — | — | — | 48 | |
| SRPLVFM=true2026.03 | 31.2 | — | — | — | — | 2 | 15.3 | 5.6 | 20.5 | 10.1 | — | — | 29.1 | — | — | — | 16.3 | |
| IPLCVFM=true2026.03 | 12.6 | — | — | — | — | — | 40.9 | 50.9 | 52.8 | 39.6 | — | — | — | — | — | — | 39.4 | |
| BaselineVFM=false2026.03 | 11.4 | 17.5 | 17.2 | 15.5 | 23.1 | 7.8 | 15.3 | 8.9 | 6.9 | 9.1 | 4.7 | 4.8 | 10.3 | — | — | — | 13 | |
| Tell2AdaptVFM=true2026.03 | 2.8 | 1.1 | 1.5 | 1.2 | 2.3 | 1 | 2 | 1 | 1 | 1.3 | 0.6 | 0.7 | 2.1 | 1.8 | 1.4 | 1.4 | 1.5 | |
| SupervisedVFM=false2026.03 | 2.3 | 1.1 | 1.1 | 1.2 | 1.2 | 0.8 | 1.9 | 1.1 | 1 | 1.4 | 0.7 | 0.7 | 1.6 | 1.9 | 2.7 | 2.7 | 1.4 |