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Skin Disease Classification on Fitzpatrick17k (in-domain)

88.6Accuracy (Avg)

PatchAlign

Updated 4d ago

Evaluation Results

Method	Links
PatchAlign 2024.09		88.6	82.3	85.6	89.2	91.4	91.3	91.4	90	55.5	74.8
MTL 2024.09		88.3	86	86.3	88.9	91.5	91.3	90	93.7	50.5	71.2
PatchAlignº 2024.09		87.4	84.1	84.7	90.3	90.7	90	84.2	92.7	62.7	72.6
FairDisCo# 2024.09		87	83.2	84.7	89.1	90.8	92.6	88.4	89.8	48.3	68.1
BASE+GOT 2024.09		86.6	81.8	84.2	88.4	91.4	91.3	83.3	89.4	47	59.2
BASE 2024.09		86	83.5	82.9	86.9	90.5	90.5	84.6	89.4	47	59.2
REWT 2024.09		85.6	83.4	83	86.2	89	90.6	83.5	90.8	50	62.9
RESM 2024.09		85.1	82.5	81.8	86.2	89	91.2	82.3	89	50.7	62
FairDisCo 2024.09		85.1	82.2	82.1	86.2	89.4	90	83.2	90.2	51.2	63.8
BASE 2024.09		85	82.6	81.7	85	88.8	90.7	82.8	88.9	52.5	64
ATRB 2024.09		84.9	82.4	82	85.4	88.9	90.4	84	90	46.7	60.4