3D Medical Image Segmentation on PROMISE High Ratio (1/5) v1
77.5IoUDAA4SSMIS (Ours)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAA4SSMIS (Ours)Encoder=DINOv2-S2026.07 | 77.5 | 87.2 | 0.8 | 2.3 | |
| UniV2Venue=TPAMI’25, Encoder=DINOv2-S2026.07 | 75.6 | 86 | 0.8 | 2.6 | |
| SynFocVenue=CVPR’25, Encoder=MedSAM2026.07 | 74.4 | 85.3 | 0.9 | 2.7 | |
| MiDSSVenue=CVPR’24, Encoder=UNet2026.07 | 70.5 | 82.5 | 1.1 | 2.8 | |
| RCPVenue=TIP’25, Encoder=UNet2026.07 | 68.2 | 80.8 | 2.9 | 8.9 | |
| ABDVenue=CVPR’24, Encoder=SwinUNet2026.07 | 68 | 80.7 | 1.4 | 3.5 | |
| Labeled OnlyEncoder=DINOv2-S2026.07 | 67.5 | 80.2 | 1.1 | 3.4 | |
| BCPVenue=CVPR’23, Encoder=UNet2026.07 | 65.6 | 78.7 | 7 | 20.6 | |
| AdaMixVenue=MedIA’25, Encoder=UNet2026.07 | 61.8 | 76.2 | 2.9 | 8.7 |