Fundus image grading on APTOS Sources-imbalanced
82.81OAResNet50
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet50Model type=Exp22025.05 | 82.81 | 65.77 | 81.89 | 0.2421 | |
| ResNet50Model type=Exp12025.05 | 82.34 | 66.33 | 80.63 | 0.2478 | |
| RKDKD Category=Feature-based2025.05 | 74.61 | 67.15 | 74.37 | 0.4203 | |
| UMKDKD Category=Output-based2025.05 | 74.61 | 67.33 | 74.43 | 0.3589 | |
| ResNet18Model type=Supervised2025.05 | 74.21 | 67.18 | 73.94 | 0.4192 | |
| SDDKD Category=Output-based2025.05 | 73.44 | 65.07 | 72.62 | 0.4017 | |
| KDKD Category=Output-based2025.05 | 73.04 | 66.07 | 72.77 | 0.4448 | |
| DKDKD Category=Output-based2025.05 | 70.7 | 61.74 | 69.83 | 0.4018 | |
| FitNetKD Category=Feature-based2025.05 | 67.57 | 59.12 | 66.57 | 0.5704 |