Skin Disease Classification on Fitzpatrick17k (in-domain) benchmark leaderboard · SOTA2 Research

Skin Disease Classification on Fitzpatrick17k (in-domain)

88.6Accuracy (Avg)PatchAlign

Evaluation Results

Method	Links
PatchAlign2024.09		88.6	82.3	85.6	89.2	91.4	91.3	91.4	90	55.5	74.8
MTL2024.09		88.3	86	86.3	88.9	91.5	91.3	90	93.7	50.5	71.2
PatchAlignº2024.09		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+GOT2024.09		86.6	81.8	84.2	88.4	91.4	91.3	83.3	89.4	47	59.2
BASE2024.09		86	83.5	82.9	86.9	90.5	90.5	84.6	89.4	47	59.2
REWT2024.09		85.6	83.4	83	86.2	89	90.6	83.5	90.8	50	62.9
RESM2024.09		85.1	82.5	81.8	86.2	89	91.2	82.3	89	50.7	62
FairDisCo2024.09		85.1	82.2	82.1	86.2	89.4	90	83.2	90.2	51.2	63.8
BASE2024.09		85	82.6	81.7	85	88.8	90.7	82.8	88.9	52.5	64
ATRB2024.09		84.9	82.4	82	85.4	88.9	90.4	84	90	46.7	60.4