Table 1.

Median $\pm$ MAD of the correlation between task timings and neural activation estimates for the most task-relevant mode for either canonical or subject-specific HMF. The best approach with respect to the median correlation is highlighted with bold font, the superscript ${}^{†}$ represents significantly better (p-value$<0.05$) correlation.

		Motor						Incidental Memory			Glass
		Foot	Left Hand	Right Hand	Tongue	Block	Motor Cue	Faces	Scenes	Words	Spatial	Verbal
	Canonical HMF	0.36$\pm$0.18	0.63$\pm$0.14	0.65$\pm$0.16	0.68$\pm$0.1	0.32$\pm$0.13	0.27$\pm$0.1	0.41$\pm$0.11	0.45$\pm$0.08	0.38$\pm$0.13	0.42$\pm$0.1	0.26$\pm$0.1
	Subject-specific HMF	0.48$\pm$0.19${}^{†}$	0.64$\pm$0.13	0.67$\pm$0.16${}^{†}$	0.7$\pm$0.08${}^{†}$	0.4$\pm$0.16${}^{†}$	0.31$\pm$0.13	0.46$\pm$0.13	0.51$\pm$0.07${}^{†}$	0.43$\pm$0.12${}^{†}$	0.5$\pm$0.09${}^{†}$	0.27$\pm$0.11
		Brainomics
		Audio	Video	Vertical	Horizontal	Left Hand	Right Hand	Phrase	Calculus
	Canonical HMF	0.23$\pm$0.07	0.18$\pm$0.06	0.22$\pm$0.08	0.17$\pm$0.08	0.25$\pm$0.09	0.28$\pm$0.1	0.12$\pm$0.06	0.15$\pm$0.08${}^{†}$
	Subject-specific HMF	0.27$\pm$0.06${}^{†}$	0.21$\pm$0.07${}^{†}$	0.21$\pm$0.08	0.18$\pm$0.07${}^{†}$	0.29$\pm$0.09	0.3$\pm$0.08	0.13$\pm$0.07	0.14$\pm$0.08