Four-class retinal OCT classification on UCSD
98.6AccuracyHassan et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Hassan et al.Preprocess=true2025.12 | 98.6 | 98.27 | 99.6 | |
| FPN-VGG16Preprocess=false2025.12 | 98.4 | 100 | 97.4 | |
| KD-OCT (ConvNeXtV2-Large)Preprocess=false2025.12 | 98.4 | 98.45 | 99.47 | |
| KD-OCT (EfficientNet-B2)Preprocess=false2025.12 | 98.4 | 98.4 | 99.47 | |
| Kaymak et al.Preprocess=false2025.12 | 97.1 | 98.4 | 99.6 | |
| ResNet50Preprocess=false2025.12 | 96.7 | 99.6 | 94.8 | |
| Kermany et al.Preprocess=false2025.12 | 96.6 | 97.8 | 97.4 | |
| EfficientNetB0Preprocess=false2025.12 | 95 | 99.8 | 91.4 | |
| VGG16Preprocess=false2025.12 | 93.9 | 100 | 90.8 |