High Myopia Screening on OCT dataset -6.0D inclusion criteria (test)
86.2AccuracyARTran
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ARTranParameters (M)=21.92023.12 | 86.2 | 87.5 | 86.9 | |
| Li's MethodParameters (M)=54.32023.12 | 84.8 | 85.6 | 86.5 | |
| Choi's MethodParameters (M)=47.02023.12 | 83.5 | 84.3 | 86.2 | |
| Swin-TinyParameters (M)=27.52023.12 | 83.3 | 83.9 | 85.5 | |
| Swin-V2-TinyParameters (M)=27.52023.12 | 83.3 | 83.2 | 86.2 | |
| ResNet-50Parameters (M)=23.52023.12 | 82.97 | 85.4 | 83.3 | |
| ViT-SmallParameters (M)=21.72023.12 | 82.7 | 85 | 82.5 | |
| EfficientNet-B5Parameters (M)=28.32023.12 | 81.1 | 83.1 | 80.4 |