Medical Image Segmentation on AMOS Liver 22
97.87DSCDeferredSeg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeferredSegExperts=3, System=true2026.04 | 97.87 | 96.07 | 98.7 | — | |
| FlexiCT-2D2026.05 | 97.8 | — | — | 86.4 | |
| DeferredSegExperts=1, System=true2026.04 | 97.54 | 95.48 | 98.44 | — | |
| Curia2026.05 | 97.3 | — | — | 84 | |
| DINOv32026.05 | 97.2 | — | — | 83.2 | |
| nnUNet v22026.04 | 97.17 | 94.57 | 97.37 | — | |
| DeferredSegExperts=3, Model=true2026.04 | 97.15 | 95.87 | 99.2 | — | |
| UNet2026.05 | 97 | — | — | 83.2 | |
| DeferredSegExperts=1, Model=true2026.04 | 96.93 | 95.4 | 98.92 | — | |
| BiomedCLIP2026.05 | 96.8 | — | — | 82.3 | |
| DeferredSegExperts=3, Expert=true2026.04 | 95.65 | 91.85 | 96.26 | — | |
| DeferredSegExperts=1, Expert=true2026.04 | 95.4 | 91.42 | 95.5 | — | |
| MedSAMFine-tuned=true2026.04 | 95.15 | 91.82 | 95.44 | — | |
| CENet2026.04 | 90.9 | 86.8 | 90.64 | — | |
| MedSAM2026.04 | 86.78 | 78.67 | 91.25 | — |