3D Liver Segmentation on CBCT 3D (test)
93.7F1 ScoreTarget Only
Evaluation results
| Method | Links | |
|---|---|---|
| Target OnlyType=Fully supervised, labeled_data=100%2026.03 | 93.7 | |
| OursType=Few-shot, shots=20 vol2026.03 | 91.8 | |
| OursType=Few-shot, shots=5 vol2026.03 | 90.9 | |
| Target OnlyType=Fully supervised, labeled_data=20 vol2026.03 | 89.6 | |
| OursType=Few-shot, shots=1 vol2026.03 | 87.1 | |
| OursType=Feature Alignment2026.03 | 86.6 | |
| Target OnlyType=Fully supervised, labeled_data=5 vol2026.03 | 84.7 | |
| DANNType=Feature Alignment2026.03 | 84.6 | |
| Source OnlyType=Fully supervised2026.03 | 80.1 | |
| MAPSegType=Self-Training2026.03 | 70.15 | |
| SAM-MED 3DType=Foundation model, prompts=5 pt2026.03 | 65.3 | |
| SIFAType=Image Alignment2026.03 | 64.7 | |
| MA-SAMType=Foundation model2026.03 | 61.8 | |
| Target OnlyType=Fully supervised, labeled_data=1 vol2026.03 | 61 | |
| SAM-MED 3DType=Foundation model, prompts=1 pt2026.03 | 53.6 |