Medical Image Segmentation on UDIAT
91.8DSCPruned E-BayesSAM
Evaluation results
| Method | Links | |
|---|---|---|
| Pruned E-BayesSAMZero-shot=true, Uncertainty Estimation=T-VBI, Architecture=SO-KAN, Pruning=Applied2025.08 | 91.8 | |
| MedSAMZero-shot=true2025.08 | 91 | |
| BayesMedSAMZero-shot=true, Uncertainty Estimation=T-VBI2025.08 | 90.8 | |
| E-BayesSAMZero-shot=true, Uncertainty Estimation=T-VBI, Architecture=SO-KAN2025.08 | 90.6 | |
| MedCLIPSegdomain=target2026.02 | 74.64 | |
| CAT-Segdomain=target2026.02 | 70.3 | |
| VLSM-Adapterdomain=target2026.02 | 69.16 | |
| LViTdomain=target2026.02 | 65.6 | |
| SANdomain=target2026.02 | 61.98 | |
| MaPLe + Decoderdomain=target2026.02 | 59.44 | |
| MaPLedomain=target2026.02 | 57.81 | |
| CLIPSegdomain=target2026.02 | 56.67 | |
| DenseCLIPdomain=target2026.02 | 54.93 | |
| ZegCLIPdomain=target2026.02 | 52.41 | |
| CausalCLIPSegdomain=target2026.02 | 48.9 |