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Diabetic Retinopathy grading on Messidor 2 (held-out)
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79.64
Accuracy
GenEval
60.4624
65.4412
70.42
75.3988
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
79.64
-
MedXAI (Fusion)
Backbone=ViT+EKIE
2025.12
75.6
-
SPSD-ViT
Backbone=T2T-14
2025.12
73.3
-
SPSD-ViT
backbone=ViT
2026.03
72.9
0.09
SD-ViT
backbone=ViT
2026.03
71.4
0.2
MMD
2026.03
69.6
0.3
ERM-ViT
backbone=ViT
2026.03
69.5
-
EKIE Branch
Backbone=Knowledge
2025.12
67.7
-
DL Branch (ViT)
Backbone=DeiT-Small
2025.12
67.1
-
Fishr
Backbone=ResNet50
2025.12
66.4
-
CDANN
2026.03
61.2
0.9
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