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benchmark-eyepacs-airogs-light-v2.md

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EyePACS-AIROGS-light (v2) Benchmark Leaderboard

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