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Benchmarks
Diabetic Retinopathy Classification on MESSIDOR-2
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0.951
AUROC
RET-CLIP
0.81372
0.84936
0.885
0.92064
May 18, 2025
AUROC
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
RET-CLIP
Supervision Type=Repor...
2025.05
0.951
0.748
UrFound
Supervision Type=Repor...
2025.05
0.882
0.608
PRETI
Supervision Type=Non-r...
2025.05
0.866
0.612
RETFound
Supervision Type=Non-r...
2025.05
0.864
0.568
PRETI
Supervision Type=Non-r...
2025.05
0.862
0.6
MAE
Supervision Type=Non-r...
2025.05
0.842
0.488
FLAIR
Supervision Type=Repor...
2025.05
0.819
0.483
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