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Benchmarks
Diabetic Retinopathy lesion segmentation on DDR (test)
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38.78
mDice
TP-DRSeg
-1.0208
9.3121
19.645
29.9779
Jun 22, 2024
mDice
AUC-ROC
AUC-PR
Updated 4d ago
Evaluation Results
Method
Method
Links
mDice
AUC-ROC
AUC-PR
TP-DRSeg
2024.06
38.78
94.12
39.15
SAM-Adapter
mode=parameter-efficie...
2024.06
29.11
88.82
29.9
SAMed
mode=parameter-efficie...
2024.06
28.32
87.7
30.03
U-Net
2024.06
24.59
91.36
26.78
FCT
2024.06
23.33
90.53
25.01
MedSAM
mode=parameter-efficie...
2024.06
17.97
89.83
19.3
PerSAM
mode=in-context prompted
2024.06
0.76
69.04
0.59
PerSAM-F
mode=parameter-efficie...
2024.06
0.72
56.41
0.57
Vanilla SAM
mode=zero-shot
2024.06
0.51
34.56
0.28
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