Binary Classification on 11 binary datasets OpenML (test) benchmark leaderboard · SOTA2 Research

Binary Classification on 11 binary datasets OpenML (test)

60.5MacroF1 (Min)CC-SSL

Evaluation Results

Method	Links
CC-SSL2026.04		60.5	68.8	0.235	94.2	6
Best Class.2026.04		59.7	79.9	0.22	95.3	—
CC-SSL2026.04		59.3	69.6	0.236	94.3	8
Best Class.2026.04		58.5	69.2	0.253	95.7	—
EA-SSL2026.04		57.9	69.4	0.235	95.3	7
EA-SSL2026.04		57.7	69.7	0.236	94.8	4
EA-SSL2026.04		57.1	71.1	0.256	95.3	8
Global Class.2026.04		55.3	67.6	0.215	93.8	—
Global Class.2026.04		54.8	66.5	0.238	94.5	—
CC-SSL2026.04		54	67.5	0.214	94.8	7
Best Class.2026.04		52.2	63.2	0.146	94.8	—
Global Class.2026.04		49.7	57.8	0.135	91.6	—
ST2026.04		49.5	63.7	0.263	93.5	—
HCo2026.04		45.3	54.3	0.194	95.3	—
ST2026.04		43.7	60	0.221	93.6	—
HCo2026.04		42.2	56.5	0.312	94.2	—
ST2026.04		35.7	48.4	0.167	93.6	—
LS2026.04		34.3	42.1	0.09	76	—
HCo2026.04		34.3	49.6	0.185	91.2	—
LS2026.04		34.3	40.3	0.072	60.8	—
LS2026.04		30.8	41.2	0.09	69.4	—
CC-SSL2026.04		0.605	0.688	0.235	0.942	6
Best Class.2026.04		0.597	0.799	0.22	0.953	—
CC-SSL2026.04		0.593	0.696	0.236	0.943	8
Best Class.2026.04		0.585	0.692	0.253	0.957	—
EA-SSL2026.04		0.579	0.694	0.235	0.953	7
EA-SSL2026.04		0.577	0.697	0.236	0.948	4
EA-SSL2026.04		0.571	0.711	0.256	0.953	8
Global Class.2026.04		0.553	0.676	0.215	0.938	—
Global Class.2026.04		0.548	0.665	0.238	0.945	—
CC-SSL2026.04		0.54	0.675	0.214	0.948	7
Best Class.2026.04		0.522	0.632	0.146	0.948	—
Global Class.2026.04		0.497	0.578	0.135	0.916	—
ST2026.04		0.495	0.637	0.263	0.935	—
HCo2026.04		0.453	0.543	0.194	0.953	—
ST2026.04		0.437	0.6	0.221	0.936	—
HCo2026.04		0.422	0.565	0.312	0.942	—
ST2026.04		0.357	0.484	0.167	0.936	—
LS2026.04		0.343	0.421	0.09	0.76	—
HCo2026.04		0.343	0.496	0.185	0.912	—
LS2026.04		0.343	0.403	0.072	0.608	—
LS2026.04		0.308	0.412	0.09	0.694	—