Multiclass Classification on OpenML 11 multiclass (test) benchmark leaderboard · SOTA2 Research

Multiclass Classification on OpenML 11 multiclass (test)

44.1MacroF1 (Min)Best Class.

Evaluation Results

Method	Links
Best Class.2026.04		44.1	73	24.8	93.1	—
EA-SSL2026.04		41.3	74.7	27.4	94.3	6
CC-SSL2026.04		39.5	75.4	28.1	94.2	6
EA-SSL2026.04		38.7	62.8	27.5	91.3	11
Global Class.2026.04		37.3	69.9	24.5	92.3	—
CC-SSL2026.04		36.8	61.5	25.5	87.2	11
CC-SSL2026.04		35.8	71.6	31	92.3	8
EA-SSL2026.04		35.4	69.6	29.6	93.4	10
Best Class.2026.04		35.2	66.9	23.3	91.2	—
ST2026.04		34.4	70.9	29.6	93.5	—
Best Class.2026.04		32	55.8	20.5	77.7	—
ST2026.04		32	58.4	34	90.4	—
ST2026.04		31.3	39.9	24.2	70.9	—
HCo2026.04		30.3	72.1	27.2	92.3	—
HCo2026.04		29.5	46.3	14.6	66.1	—
Global Class.2026.04		29.2	47.5	15.9	72.6	—
Global Class.2026.04		29.2	60.8	22.5	88	—
HCo2026.04		27.9	60.6	24.8	89.7	—
LS2026.04		2.2	17.1	18.1	38.3	—
LS2026.04		1.5	4.3	16	22.8	—
LS2026.04		1.5	7.8	16.6	22.8	—
Best Class.2026.04		0.441	0.73	0.248	0.931	—
EA-SSL2026.04		0.413	0.747	0.274	0.943	6
CC-SSL2026.04		0.395	0.754	0.281	0.942	6
EA-SSL2026.04		0.387	0.628	0.275	0.913	11
Global Class.2026.04		0.373	0.699	0.245	0.923	—
CC-SSL2026.04		0.368	0.615	0.255	0.872	11
CC-SSL2026.04		0.358	0.716	0.31	0.923	8
EA-SSL2026.04		0.354	0.696	0.296	0.934	10
Best Class.2026.04		0.352	0.669	0.233	0.912	—
ST2026.04		0.344	0.709	0.296	0.935	—
Best Class.2026.04		0.32	0.558	0.205	0.777	—
ST2026.04		0.32	0.584	0.34	0.904	—
ST2026.04		0.313	0.399	0.242	0.709	—
HCo2026.04		0.303	0.721	0.272	0.923	—
HCo2026.04		0.295	0.463	0.146	0.661	—
Global Class.2026.04		0.292	0.475	0.159	0.726	—
Global Class.2026.04		0.292	0.608	0.225	0.88	—
HCo2026.04		0.279	0.606	0.248	0.897	—
LS2026.04		0.022	0.171	0.181	0.383	—
LS2026.04		0.015	0.043	0.16	0.228	—
LS2026.04		0.015	0.078	0.166	0.228	—