BCV
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Segmentation | BCV | Dice Coefficient85.5 | 25 | |
| Few-shot Segmentation | BCV Liver (in-domain) | Dice (Clean)83 | 24 | |
| Few-shot Segmentation | BCV Spleen in-domain (novel classes) | Dice Score60 | 20 | |
| Medical Image Segmentation | BCV 1-shot (test) | Dice Score (%)83.6 | 13 | |
| Medical Image Segmentation | BCV 10-shot (test) | Dice Score85.5 | 12 | |
| 3D Medical Image Segmentation | BCV (test) | Sensitivity (Sp)96.5 | 11 | |
| Medical Image Segmentation | BCV | DSC88.55 | 10 | |
| Medical Image Segmentation | BCV Decathlon Liver (test) | Dice Score (Clean)91.2 | 8 | |
| 3D Segmentation | BCV | DSC88.55 | 6 | |
| Few-shot Segmentation | BCV Spleen in-domain (novel classes) | Score (Clean)0.6 | 3 | |
| Few-shot Segmentation | BCV Liver in-domain (novel classes) | Clean Performance82 | 3 |
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