Gland Segmentation on CRAG (20% labeled data)
90.9Dice ObjectMATCH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MATCHlabeled ratio=20%2025.10 | 90.9 | 0.188 | 7.425 | |
| LoRA–MedSAMModel Type=Foundation Model, Fine-tuning=LoRA2025.10 | 89.8 | 0.268 | 11.275 | |
| LoRA–SAMModel Type=Foundation Model, Fine-tuning=LoRA2025.10 | 88.2 | 0.44 | 27.3 |