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Diabetic Retinopathy grading on Aptos (held-out)
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73.46
Accuracy
GenEval
45.4216
52.7008
59.98
67.2592
Dec 10, 2025
Dec 25, 2025
Jan 9, 2026
Jan 25, 2026
Feb 9, 2026
Feb 24, 2026
Mar 12, 2026
Accuracy
P-value
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
P-value
GenEval
2026.03
73.46
-
EKIE Branch
Backbone=Knowledge
2025.12
60.7
-
MedXAI (Fusion)
Backbone=ViT+EKIE
2025.12
53.1
-
SPSD-ViT
backbone=ViT
2026.03
51.6
0.09
DL Branch (ViT)
Backbone=DeiT-Small
2025.12
50.1
-
SPSD-ViT
Backbone=T2T-14
2025.12
50
-
MMD
2026.03
49.3
0.3
ERM-ViT
backbone=ViT
2026.03
48.5
-
CDANN
2026.03
48.1
0.9
Fishr
Backbone=ResNet50
2025.12
47
-
SD-ViT
backbone=ViT
2026.03
46.5
0.2
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