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Diabetic Retinopathy Grading on APTOS (test)
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75.1
Accuracy
SPSD-ViT
40.364
49.382
58.4
67.418
Jan 22, 2026
Accuracy
AUROC
Updated 29d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
SPSD-ViT
Training Dataset=EyePACS
2026.01
75.1
-
DL+EKE
Training Dataset=EyePACS
2026.01
73.2
-
SD-ViT
Training Dataset=EyePACS
2026.01
69.3
-
ERM-ViT
Training Dataset=EyePACS
2026.01
69.1
-
DRGen
Training Dataset=EyePACS
2026.01
61.3
-
DL+EKE
Training Dataset=Messidor
2026.01
56
-
SPSD-ViT
Training Dataset=Messidor
2026.01
48.3
-
ERM-ViT
Training Dataset=Messidor
2026.01
45.3
-
SD-ViT
Training Dataset=Messidor
2026.01
44.3
-
DRGen
Training Dataset=Messidor
2026.01
41.7
-
ImageNet
Local interpretability...
2026.03
-
93.3
SimCLR
Local interpretability...
2026.03
-
92.9
Dual-IFM
Local interpretability...
2026.03
-
92.6
RETFound
Local interpretability...
2026.03
-
91.7
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