Table 2.

Comparison of clustering accuracy (measured by adjusted rand index) between CIDR and four other algorithms

Data set	Size	CIDR	CIDR (L)	prcomp	t-SNE	RaceID	ZIFA
Pancreatic islet	60	0.68	0.42	0.21	0.20	0.22	0.20
Simulation	150	0.92	0.90	0.48	0.02	0	0.00
Human brain	420	0.90	0.88	0.48	0.57	0.39	0.53
Mouse brain	1800	0.52	0.37	0.26	0.62	0.37a	0.32

CIDR is the default CIDR algorithm implementation with step function simplification, while CIDR (L) is the implementation with the non-simplified logistic function

^aRaceID failed to converge for the mouse brain data set