Diabetic Retinopathy lesion segmentation on DDR (test)
38.78mDiceTP-DRSeg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TP-DRSeg2024.06 | 38.78 | 94.12 | 39.15 | |
| SAM-Adaptermode=parameter-efficient fine-tuning2024.06 | 29.11 | 88.82 | 29.9 | |
| SAMedmode=parameter-efficient fine-tuning2024.06 | 28.32 | 87.7 | 30.03 | |
| U-Net2024.06 | 24.59 | 91.36 | 26.78 | |
| FCT2024.06 | 23.33 | 90.53 | 25.01 | |
| MedSAMmode=parameter-efficient fine-tuning2024.06 | 17.97 | 89.83 | 19.3 | |
| PerSAMmode=in-context prompted2024.06 | 0.76 | 69.04 | 0.59 | |
| PerSAM-Fmode=parameter-efficient fine-tuning2024.06 | 0.72 | 56.41 | 0.57 | |
| Vanilla SAMmode=zero-shot2024.06 | 0.51 | 34.56 | 0.28 |