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Diabetic Retinopathy lesion segmentation on IDRID (test)
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49.72
mDice
TP-DRSeg
-0.5848
12.4751
25.535
38.5949
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
49.72
95.94
50.55
FCT
2024.06
42.96
93.49
43.09
U-Net
2024.06
36.66
89.34
34.68
SAMed
mode=parameter-efficie...
2024.06
35.18
88.96
35.37
SAM-Adapter
mode=parameter-efficie...
2024.06
34.42
88.23
34.59
MedSAM
mode=parameter-efficie...
2024.06
25.06
87.27
26.57
PerSAM
mode=in-context prompted
2024.06
1.65
61.2
0.94
PerSAM-F
mode=parameter-efficie...
2024.06
1.64
57.98
0.73
Vanilla SAM
mode=zero-shot
2024.06
1.35
45.35
0.61
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