Multi-label Classification on CheXpert (Comprehensive Metrics) benchmark leaderboard · SOTA2 Research

Multi-label Classification on CheXpert (Comprehensive Metrics)

85.96AUROCMFASSL (DINO)

Evaluation Results

Method	Links
MFASSL (DINO)2026.07		85.96	76.05	61.88	0.36	0.029	0.077	92.4
DINO + OcticViT-I82026.07		84.95	74.96	60.71	0.367	0.037	0.078	90.9
DINO + E-SSL2026.07		84.88	74.95	60.65	0.37	0.038	0.079	90.7
DINO + OcticViT-H82026.07		84.81	74.92	60.62	0.371	0.036	0.079	90.3
DINO2026.07		84.72	74.88	60.42	0.372	0.039	0.079	90.5
MFASSL (MoCo-v3)2026.07		84.5	73.98	60.1	0.373	0.032	0.081	91
MoCo-v3 + E-SSL2026.07		84.2	73.6	59.95	0.383	0.031	0.082	90.2
MoCo-v32026.07		83.94	73.25	59.88	0.386	0.031	0.082	90.1
MFASSL (MAE)2026.07		82.31	71.85	58.22	0.396	0.038	0.088	90.6
MAE + E-SSL2026.07		81.95	71.3	58.05	0.404	0.037	0.089	89.3
MAE2026.07		81.62	70.94	57.91	0.407	0.037	0.089	89.1
MFASSL (DINO)2026.07		80.35	69.1	56.08	0.431	0.037	0.09	89
DINO + E-SSL2026.07		80.2	68.7	55.85	0.439	0.036	0.091	89.1
DINO + OcticViT-H82026.07		80.15	68.5	55.71	0.441	0.037	0.089	88.8
DINO2026.07		80.12	68.4	55.72	0.442	0.036	0.091	89.2
DINO + OcticViT-I82026.07		80.06	68.31	55.63	0.443	0.038	0.091	89.2
MFASSL (MoCo-v3)2026.07		79.51	66.6	54.06	0.454	0.04	0.094	87.2
MoCo-v3 + E-SSL2026.07		79.18	66.2	54	0.458	0.041	0.095	87.4
MoCo-v32026.07		78.94	65.83	54.28	0.461	0.041	0.095	87.3
MFASSL (MAE)2026.07		78.92	64.49	53.2	0.474	0.043	0.098	88.5
MAE + E-SSL2026.07		78.3	64.05	53.05	0.48	0.044	0.099	88.3
MAE2026.07		77.86	63.47	52.93	0.486	0.044	0.1	88.2