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Benchmarks
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
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
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
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