3D Medical Image Segmentation on ACDC High Ratio (1/5) v1
84.6IoUDAA4SSMIS (Ours)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAA4SSMIS (Ours)Encoder=DINOv2-S2026.07 | 84.6 | 91.5 | 0.3 | 1.1 | |
| MiDSSVenue=CVPR’24, Encoder=UNet2026.07 | 83.6 | 90.8 | 0.3 | 1.2 | |
| UniV2Venue=TPAMI’25, Encoder=DINOv2-S2026.07 | 83.6 | 90.9 | 0.4 | 1.5 | |
| BCPVenue=CVPR’23, Encoder=UNet2026.07 | 83 | 90.4 | 0.5 | 1.8 | |
| ABDVenue=CVPR’24, Encoder=SwinUNet2026.07 | 83 | 90.5 | 0.7 | 2.7 | |
| RCPVenue=TIP’25, Encoder=UNet2026.07 | 82.7 | 90.3 | 1 | 3 | |
| Labeled OnlyEncoder=DINOv2-S2026.07 | 81.9 | 89.8 | 0.6 | 2.6 | |
| AdaMixVenue=MedIA’25, Encoder=UNet2026.07 | 81.1 | 89.2 | 0.9 | 2 | |
| SynFocVenue=CVPR’25, Encoder=MedSAM2026.07 | 79.5 | 88.3 | 0.8 | 3.1 |