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Benchmarks
Diabetic Retinopathy (DR) Prediction on in-house dataset (test)
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0.982
ROC AUC
PRETI
0.852
0.88575
0.9195
0.95325
May 18, 2025
ROC AUC
PR AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
ROC AUC
PR AUC
PRETI
Backbone=ViT-B, Protoc...
2025.05
0.982
0.885
PRETI
Backbone=ViT-S, Protoc...
2025.05
0.977
0.866
UrFound
Backbone=ViT-B, Protoc...
2025.05
0.971
0.91
RETFound
Backbone=ViT-L, Protoc...
2025.05
0.969
0.838
MAE
Backbone=ViT-B, Protoc...
2025.05
0.965
0.818
RETFound
Backbone=ViT-S, Protoc...
2025.05
0.871
0.586
RET-CLIP
Backbone=ViT-B, Protoc...
2025.05
0.857
0.579
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