Skin tone classification on Fitzpatrick17k benchmark leaderboard · SOTA2 Research

Skin tone classification on Fitzpatrick17k

82.34Acc (I–II)HypCBC

Evaluation Results

Method	Links
HypCBC2026.02		82.34	86.28	84.27	84.3
HypERM2026.02		81.93	84.31	83.56	83.27
AugMix2026.02		80.26	82.86	79.25	80.79
Med-C2026.02		80.15	82.8	79.66	80.87
GroupDRO2026.02		80.15	82.54	78.6	80.43
RandAug2026.02		80.04	82.86	79.24	80.71
ERM2026.02		79.93	82.88	79.23	80.68
DANN2026.02		79.9	82.47	79.69	80.69
CDANN2026.02		79.71	82.44	80.02	80.72
VREx2026.02		79.16	82.35	79.66	80.39
CORAL2026.02		78.83	82.4	79.52	80.25
MMD2026.02		78.82	82.15	79.56	80.18
IRM2026.02		76.57	80.2	78.84	78.54