Dataset Found Here: https://www.kaggle.com/datasets/deathtrooper/glaucoma-dataset-eyepacs-airogs-light-v2/data
Rank | Method | Author | Date | Test Accuracy | Link |
---|---|---|---|---|---|
1 | ConvNeXtTiny-(Noise, Regularization, Preprocessed) | Riley Kiefer | Dec, 2023 | 94.94% | https://www.kaggle.com/code/deathtrooper/benchmark-94-94-convnexttiny |
2 | Xception-(Noise, Regularization, Preprocessed) | Riley Kiefer | Dec, 2023 | 94.16% | https://www.kaggle.com/code/deathtrooper/benchmark-94-16-xception-noise-and-preprocess |
3 | MobileNetV3-Baseline | Riley Kiefer | Dec, 2023 | 87.66% | https://www.kaggle.com/code/deathtrooper/glaucoma-classification-template-with-baseline |