Fundus Image Grading on APTOS Target-imbalanced
85OARKD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RKDKD Category=Feature-based2025.05 | 85 | 69.75 | 84.38 | 0.2482 | |
| UMKDKD Category=Output-based2025.05 | 83.91 | 74.38 | 84.03 | 0.2476 | |
| KDKD Category=Output-based2025.05 | 83.43 | 71.56 | 83.5 | 0.2578 | |
| SDDKD Category=Output-based2025.05 | 83.12 | 73.55 | 82.83 | 0.2662 | |
| ResNet18Model type=Supervised2025.05 | 82.34 | 70.56 | 81.04 | 0.2521 | |
| DKDKD Category=Output-based2025.05 | 81.87 | 73.95 | 82.43 | 0.2743 | |
| FitNetKD Category=Feature-based2025.05 | 79.06 | 55.77 | 77.12 | 0.3694 | |
| ResNet50Model type=Exp12025.05 | 72.66 | 63.74 | 72.18 | 0.4001 | |
| ResNet50Model type=Exp22025.05 | 72.66 | 63.74 | 72.51 | 0.3936 |