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Diabetic Retinopathy Classification on Diabetic Retinopathy Fundus Images (5-Fold Cross-Validation)
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98.7
Mean DR Accuracy
HSQ-VLM
88.82
91.385
93.95
96.515
Jun 11, 2026
Mean DR Accuracy
Standard Deviation (σ)
Global AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean DR Accuracy
Standard Deviation (σ)
Global AUPRC
HSQ-VLM
Backbone=Pyramid Visio...
2026.06
98.7
0.34
98.7
U-Net++
Evaluation Protocol=5-...
2026.06
93.8
0.62
95.2
Faster R-CNN
Backbone=ViT, Evaluati...
2026.06
92.5
0.84
94.1
Med-LLaVA
Evaluation Protocol=5-...
2026.06
89.2
1.12
91.4
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