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Benchmarks
Diabetic Retinopathy grading on Messidor (held-out)
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68.3
Accuracy
MedXAI (Fusion)
55.3
58.675
62.05
65.425
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
MedXAI (Fusion)
Backbone=ViT+EKIE
2025.12
68.3
-
GenEval
2026.03
67.7
-
SPSD-ViT
Backbone=T2T-14
2025.12
65.2
-
MMD
2026.03
64.1
0.3
SPSD-ViT
backbone=ViT
2026.03
64
0.09
SD-ViT
backbone=ViT
2026.03
63.9
0.2
Fishr
Backbone=ResNet50
2025.12
63.3
-
ERM-ViT
backbone=ViT
2026.03
62.7
-
EKIE Branch
Backbone=Knowledge
2025.12
58.7
-
DL Branch (ViT)
Backbone=DeiT-Small
2025.12
58.1
-
CDANN
2026.03
55.8
0.9
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