Abdominal Segmentation on AMOS CT → MR
95.5LiverProtoContra
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ProtoContraVFM=false2026.03 | 95.5 | 74.3 | 89.8 | 82.4 | — | 59 | 81.6 | 63.4 | 50.1 | 48.5 | 56.8 | — | — | 70.1 | |
| DFGVFM=true2026.03 | 76.1 | 99.9 | 83.8 | 80.9 | — | 18 | 85.4 | 24.4 | 57.2 | 47.5 | — | — | — | 63.7 | |
| IAPCVFM=false2026.03 | 62.7 | 71.5 | 82.4 | 85 | — | 30.5 | 96.1 | 35.1 | 31.8 | 74.8 | — | — | — | 63.3 | |
| UPLVFM=false2026.03 | 53.4 | 89.5 | 71.9 | 62.9 | — | — | 61.1 | 14.3 | — | — | 33.3 | — | — | 55.2 | |
| SRPLVFM=true2026.03 | 16.9 | — | — | 4.4 | — | — | 8.1 | 5.3 | — | 10.5 | — | — | 10.5 | 9.3 | |
| IPLCVFM=true2026.03 | 14.3 | — | — | — | — | 65.6 | 31.9 | 42.8 | 47 | 25.7 | — | — | 41.4 | 38.4 | |
| BaselineVFM=false2026.03 | 9.4 | 22 | 10.5 | 6.1 | 5.3 | 15.3 | 8.7 | 16.2 | 12.6 | 9 | 1.5 | 2.8 | 15.8 | 10.4 | |
| SupervisedVFM=false2026.03 | 2.2 | 1 | 1.3 | 0.9 | 1.3 | 1.9 | 1.8 | 1.3 | 0.9 | 1.5 | 1.1 | 1.4 | 3.1 | 1.5 | |
| Tell2AdaptVFM=true2026.03 | 1.9 | 1.3 | 0.9 | 0.9 | 5 | 1.3 | 1.5 | 1 | 1.1 | 1.2 | 1.1 | 1.3 | 2.3 | 1.6 |