Medical Image Segmentation on BRISC 2025
84.4Dice ScoreCERS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CERSText=Yes, Backbone=ConvNeXt, Labeled ratio=100%2026.06 | 84.4 | 76.28 | |
| CERSText=Yes, Backbone=ConvNeXt, Labeled ratio=50%2026.06 | 84.03 | 76.03 | |
| LViTText=Yes, Backbone=LViT, Labeled ratio=50%2026.06 | 83.85 | 75.88 | |
| U-NetText=No, Backbone=ConvNeXt, Labeled ratio=100%2026.06 | 82.57 | 74.21 | |
| LViTText=Yes, Backbone=LViT, Labeled ratio=25%2026.06 | 80.51 | 72.98 | |
| CERSText=Yes, Backbone=ConvNeXt, Labeled ratio=25%2026.06 | 80.34 | 71.8 | |
| UCMTText=No, Backbone=ConvNeXt, Labeled ratio=50%2026.06 | 80.04 | 71.7 | |
| LeFeDText=No, Backbone=V-Net [12], Labeled ratio=50%2026.06 | 79.63 | 72.13 | |
| DuCiSCText=No, Backbone=ConvNeXt, Labeled ratio=50%2026.06 | 78.85 | 70.67 | |
| LeFeDText=No, Backbone=V-Net [12], Labeled ratio=25%2026.06 | 78.64 | 71.01 | |
| BCPText=No, Backbone=ConvNeXt, Labeled ratio=50%2026.06 | 76.66 | 67.42 | |
| MTText=No, Backbone=ConvNeXt, Labeled ratio=50%2026.06 | 76.38 | 67.88 | |
| DuCiSCText=No, Backbone=ConvNeXt, Labeled ratio=25%2026.06 | 76.38 | 68.04 | |
| UCMTText=No, Backbone=ConvNeXt, Labeled ratio=25%2026.06 | 74.32 | 66.19 | |
| BCPText=No, Backbone=ConvNeXt, Labeled ratio=25%2026.06 | 72.46 | 62.43 | |
| MTText=No, Backbone=ConvNeXt, Labeled ratio=25%2026.06 | 71.12 | 62.42 |