DR Staging on OCTA-500 (test)
97.62Precision (H)Qwen3-VL-8b-SVR-FT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Qwen3-VL-8b-SVR-FTEvaluation Protocol=Fine-tuned, Input Resolution=512x5122025.12 | 97.62 | 79.44 | 95.75 | 86.9 | 91.33 | |
| Qwen3-VL-8b-SVREvaluation Protocol=Zero-shot, Input Resolution=512x5122025.12 | 97.39 | 69.44 | 93.13 | 86.21 | 89.67 | |
| Qwen3-VL-8b-GFTEvaluation Protocol=Fine-tuned, Input Resolution=512x5122025.12 | 97.18 | 58.46 | 93.47 | 77.03 | 85.25 | |
| GNNEvaluation Protocol=Supervised2025.12 | 96.36 | 95.83 | 99.38 | 79.31 | 89.34 | |
| ResNet18Evaluation Protocol=Supervised2025.12 | 87.34 | 29.03 | 86.25 | 31.03 | 58.64 | |
| Qwen3-VL-8b-FTEvaluation Protocol=Fine-tuned, Input Resolution=512x5122025.12 | 85.51 | 20 | 100 | 6.21 | 53.1 | |
| Qwen3-VL-30bEvaluation Protocol=Zero-shot, Input Resolution=512x5122025.12 | 85.11 | 100 | 100 | 3.45 | 51.73 | |
| Qwen3-VL-8bEvaluation Protocol=Zero-shot, Input Resolution=512x5122025.12 | 85.03 | 50 | 99.38 | 3.45 | 51.42 |