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Benchmarks
Joint DR Grading and Lesion Classification on Private Data (10-fold cross-val)
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89.08
Accuracy
TWLR
78.4512
81.2106
83.97
86.7294
Dec 15, 2025
Accuracy
AUC
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
F1 Score
TWLR
2025.12
89.08
95.21
84.36
CLIP-DR
2025.12
86.28
94.06
78.38
ViT-B/16
2025.12
85.95
90.83
84.79
CaiT-xs24
2025.12
85.92
92.36
74.69
ViT-L/32
2025.12
85.04
90.97
71.58
ViT-B/32
2025.12
84.98
91.85
77.92
ViT-L/16
2025.12
84.93
90.19
70.82
CLAT
2025.12
83.78
93.85
74.67
PCBM
2025.12
82.63
89.74
75.48
CT
2025.12
78.86
68.75
62.97
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