Diabetic Retinopathy lesion segmentation on IDRID (test)
49.72mDiceTP-DRSeg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TP-DRSeg2024.06 | 49.72 | 95.94 | 50.55 | |
| FCT2024.06 | 42.96 | 93.49 | 43.09 | |
| U-Net2024.06 | 36.66 | 89.34 | 34.68 | |
| SAMedmode=parameter-efficient fine-tuning2024.06 | 35.18 | 88.96 | 35.37 | |
| SAM-Adaptermode=parameter-efficient fine-tuning2024.06 | 34.42 | 88.23 | 34.59 | |
| MedSAMmode=parameter-efficient fine-tuning2024.06 | 25.06 | 87.27 | 26.57 | |
| PerSAMmode=in-context prompted2024.06 | 1.65 | 61.2 | 0.94 | |
| PerSAM-Fmode=parameter-efficient fine-tuning2024.06 | 1.64 | 57.98 | 0.73 | |
| Vanilla SAMmode=zero-shot2024.06 | 1.35 | 45.35 | 0.61 |