Four-class retinal OCT classification on UCSD (5-fold cross-val)
97.74AccuracyKD-OCT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KD-OCTBackbone=EfficientNet-B2, Preprocess=false2025.12 | 97.74 | 97.74 | 99.21 | |
| KD-OCTBackbone=ConvNeXtV2-Large, Preprocess=false2025.12 | 97.72 | 97.72 | 99.26 | |
| FPN-VGG16Preprocess=false2025.12 | 93.9 | 93.4 | 98 | |
| Fang et al. (TMI)Preprocess=true2025.12 | 90.1 | 86.6 | 96.6 | |
| Fang et al. (JVCIR)Preprocess=false2025.12 | 87.3 | 84.7 | 95.8 |