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Benchmarks
Joint DR Grading and Lesion Classification on FGADR (10-fold cross-validation)
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87.61
Accuracy
TWLR
54.382
63.0085
71.635
80.2615
Dec 15, 2025
Accuracy
AUC
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
F1 Score
TWLR
2025.12
87.61
94.32
89.98
CLIP-DR
2025.12
86.53
93.18
82.76
ViT-B/16
2025.12
84.88
90.72
80.35
CaiT-xs24
2025.12
84.52
93.6
83.74
ViT-L/32
2025.12
84.12
90.95
80.97
ViT-L/16
2025.12
84.1
92.66
81.06
ViT-B/32
2025.12
83.4
90.7
79.44
CLAT
2025.12
82.66
82.86
87.57
CT
2025.12
75.07
68.18
79.94
PCBM
2025.12
55.66
51.23
64.64
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