Retinal Disease Classification on OCT-C8 (test)
95.25Overall Accuracy (OA)Xception
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XceptionAuthor=Proposed Model2026.02 | 95.25 | — | |
| InceptionV3Author=Proposed Model2026.02 | 94.82 | — | |
| CLEAR-SModel Size=Small2026.01 | 94.5 | 0.9961 | |
| CLEAR-BModel Size=Base2026.01 | 93.21 | 0.9934 | |
| InceptionV3Author=Rithani et al.2026.02 | 92.76 | — | |
| CLEAR-TModel Size=Tiny2026.01 | 92.54 | 0.9918 | |
| DenseNet2012026.01 | 92.14 | — | |
| Transfer LearningAuthor=Eren et al.2026.02 | 91.47 | — | |
| VGG192026.01 | 90.18 | — | |
| ResNetAuthor=Vasanthi et al.2026.02 | 90 | — | |
| InceptionV32026.01 | 86.75 | — | |
| CNNAuthor=Verma2026.02 | 84 | — | |
| RIDEAuthor=Wali et al.2026.02 | 80 | — |