Table 2.

Table of Purity and Fawlkes Mallows Score (FMS) comparisons between ADEPT and five other popular methods across benchmark datasets

Methods	Metrics	151507	151508	151509	151510	151673	151674	151675	151676	BC1	STARmap
ADEPT	Purity	0.836	0.709	0.755	0.755	0.821	0.755	0.774	0.726	0.655	0.824
	FMS	0.669	0.614	0.614	0.639	0.713	0.697	0.683	0.613	0.610	0.677
STAGATE	Purity	0.691	0.737	0.717	0.690	0.743	0.670	0.709	0.636	0.580	0.555
	FMS	0.592	0.646	0.596	0.571	0.637	0.609	0.607	0.552	0.536	0.406
CCST	Purity	0.756	0.693	0.630	0.640	0.718	0.617	0.747	0.718	0.668	0.578
	FMS	0.558	0.527	0.558	0.529	0.548	0.505	0.617	0.578	0.585	0.318
SEDR	Purity	0.666	0.577	0.619	0.617	0.715	0.665	0.686	0.693	0.596	0.552
	FMS	0.527	0.476	0.521	0.505	0.590	0.542	0.554	0.552	0.545	0.353
SpaGCN	Purity	0.694	0.620	0.681	0.667	0.674	0.574	0.617	0.556	0.657	0.461
	FMS	0.551	0.503	0.573	0.570	0.556	0.502	0.502	0.461	0.606	0.496
BayesSpace	Purity	0.620	0.532	0.578	0.545	0.666	0.536	0.582	0.555	0.537	0.441
	FMS	0.491	0.453	0.468	0.438	0.552	0.440	0.455	0.441	0.528	0.379

The highest average purity and FMS in each column are highlighted.