Table 3.

Results in terms of Normalized Mutual Information and Adjusted Rand Index of the different ablations of the proposed method on the six considered multivariate time series benchmarks.

	AUSLAN		JapVowel		ArabDigits		RemSens		BasicM		ECG
	NMI	ARI	NMI	ARI	NMI	ARI	NMI	ARI	NMI	ARI	NMI	ARI
DeTSEC	0.83	0.52	0.96	0.95	0.63	0.52	0.61	0.46	0.79	0.61	0.16	0.25
DeTSEC	0.79	0.46	0.96	0.96	0.60	0.49	0.61	0.50	0.79	0.61	0.05	0.1
DeTSEC	0.80	0.47	0.96	0.89	0.64	0.53	0.61	0.45	0.80	0.62	0.12	0.19