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benchmark-eyepacs-airogs-light-v1.md

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EyePACS-AIROGS-light (v1) Benchmark Leaderboard

Dataset Found Here: https://www.kaggle.com/datasets/deathtrooper/eyepacs-airogs-light

Rank Method Author Date Test Accuracy Link
1 Xception-Preprocessed KEREM KARABACAK Aug, 2023 93.5% https://www.kaggle.com/code/keremkarabacak/xception-93-5
2 MobileNetV3-Regularized Self Sept, 2023 92.1% https://www.kaggle.com/code/deathtrooper/92-mobilenetv3-glaucoma-detection
3 MobileNetV3-Preprocessed Self Aug, 2023 91.7% https://www.kaggle.com/code/deathtrooper/91-7-glaucoma-detection-with-preprocess-noise
4 MobileNetV3-Baseline Self May, 2023 88.9% https://www.kaggle.com/code/deathtrooper/glaucoma-classification-easy-setup-88-9-baseline