2D Liver Segmentation on CBCT 2D axial slices (test)
85.5F1 ScoreTarget Only
Evaluation results
| Method | Links | |
|---|---|---|
| Target OnlyType=Fully supervised, Supervision level=100%2026.03 | 85.5 | |
| Target-Only MDDType=Few-shot, Annotation=50 vol2026.03 | 84.6 | |
| Target-Only MDDType=Few-shot, Annotation=20 vol2026.03 | 82.4 | |
| Target OnlyType=Fully supervised, Supervision level=50 vol2026.03 | 81.4 | |
| Target OnlyType=Fully supervised, Supervision level=20 vol2026.03 | 77.4 | |
| Target-Only MDDType=Few-shot, Annotation=5 vol2026.03 | 77.2 | |
| Target-Only MDDType=Few-shot, Annotation=1 vol2026.03 | 74.5 | |
| Target-Only MDDType=Feature Alignment2026.03 | 74.4 | |
| MDDType=Feature Alignment2026.03 | 70 | |
| DANNType=Feature Alignment2026.03 | 68.3 | |
| Target OnlyType=Fully supervised, Supervision level=5 vol2026.03 | 68.1 | |
| SAM-MED 2DType=Foundation model, Prompts=5 pt2026.03 | 67.7 | |
| BDCLType=Self-Training2026.03 | 60 | |
| Target OnlyType=Fully supervised, Supervision level=1 vol2026.03 | 54.3 | |
| Source OnlyType=Fully supervised2026.03 | 54.1 | |
| SAM-MED 2DType=Foundation model, Prompts=1 pt2026.03 | 44.1 |