Lesion Detection on Diabetic Retinopathy Fundus Images 3,000 samples
99.6Hemorrhage SensitivityHSQ-VLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HSQ-VLMBackbone=Pyramid Vision Transformer (PVT-2)2026.06 | 99.6 | 96.4 | 99.5 | 94.2 | |
| U-Net++2026.06 | 96.8 | 91.2 | 97.4 | 89.2 | |
| Faster R-CNNBackbone=ViT2026.06 | 95.4 | 88.2 | 96.1 | 85.7 | |
| Med-LLaVA2026.06 | 92.1 | 84.5 | 93.4 | 82.3 |