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. Author manuscript; available in PMC: 2024 Jul 1.
Published in final edited form as: IEEE Trans Med Imaging. 2023 Jun 30;42(7):1932–1943. doi: 10.1109/TMI.2022.3233574

TABLE IX:

Ablation study on mask ratio.

Mask Ratio

Dataset Method 30% 40% 50% 60% 70%

Retina BEiT 78.53 79.47 79.00 78.37 77.60
MAE 79.73 81.50 81.73 81.93 80.90

Derm BEiT 92.62 93.27 92.57 92.04 91.83
MAE 92.94 93.35 93.60 93.79 93.07

COVID-FL BEiT 95.79 95.84 95.67 95.57 95.32
MAE 96.55 96.53 96.23 95.80 95.67