3D Medical Image Segmentation on PROMISE Medium Ratio (1/10) v1
78.4IoUDAA4SSMIS (Ours)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAA4SSMIS (Ours)Encoder=DINOv2-S2026.07 | 78.4 | 87.9 | 0.7 | 2.3 | |
| UniV2Venue=TPAMI’25, Encoder=DINOv2-S2026.07 | 76.7 | 86.7 | 0.7 | 2.4 | |
| SynFocVenue=CVPR’25, Encoder=MedSAM2026.07 | 75.9 | 86.2 | 1.1 | 3.6 | |
| MiDSSVenue=CVPR’24, Encoder=UNet2026.07 | 71.6 | 83.3 | 1 | 2.7 | |
| RCPVenue=TIP’25, Encoder=UNet2026.07 | 70.2 | 82.4 | 1.7 | 5.1 | |
| ABDVenue=CVPR’24, Encoder=SwinUNet2026.07 | 68.4 | 80.9 | 1.3 | 3.4 | |
| Labeled OnlyEncoder=DINOv2-S2026.07 | 67.3 | 79.8 | 1.1 | 3.5 | |
| AdaMixVenue=MedIA’25, Encoder=UNet2026.07 | 66 | 79.4 | 2.4 | 4.9 | |
| BCPVenue=CVPR’23, Encoder=UNet2026.07 | 61.2 | 74.9 | 3 | 11.8 |