Diabetic Retinopathy Classification on Diabetic Retinopathy Fundus Images (5-Fold Cross-Validation)
98.7Mean DR AccuracyHSQ-VLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HSQ-VLMBackbone=Pyramid Vision Transformer (PVT-2), Evaluation Protocol=5-Fold Cross-Validation2026.06 | 98.7 | 0.34 | 98.7 | |
| U-Net++Evaluation Protocol=5-Fold Cross-Validation2026.06 | 93.8 | 0.62 | 95.2 | |
| Faster R-CNNBackbone=ViT, Evaluation Protocol=5-Fold Cross-Validation2026.06 | 92.5 | 0.84 | 94.1 | |
| Med-LLaVAEvaluation Protocol=5-Fold Cross-Validation2026.06 | 89.2 | 1.12 | 91.4 |