Abdominal Organ Segmentation on CHAOS MRI
94.5Dice (Spleen)Target-supervised
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Target-supervisedProtocol=SF-UDA, Source domain=BTCV (CT), Target domain=CHAOS (MRI)2026.04 | 94.5 | 95.5 | 95.3 | 95.1 | 95.1 | |
| DFGProtocol=SF-UDA, Source domain=BTCV (CT), Target domain=CHAOS (MRI)2026.04 | 85.1 | 92.5 | 79.6 | 83.6 | 85.2 | |
| DiffuSAMProtocol=SF-UDA, Source domain=BTCV (CT), Target domain=CHAOS (MRI), 3D Integration=true2026.04 | 84.6 | 87.69 | 86.29 | 82.2 | 85.2 | |
| DiffuSAM-no 3DProtocol=SF-UDA, Source domain=BTCV (CT), Target domain=CHAOS (MRI), 3D Integration=false2026.04 | 76.3 | 85.8 | 85.2 | 74.3 | 80.4 | |
| DPLProtocol=SF-UDA, Source domain=BTCV (CT), Target domain=CHAOS (MRI)2026.04 | 38.3 | 65.3 | 57.3 | 63.1 | 56 |