Table 3:

Averaged prediction accuracy (top-k recall) and incurred time (sec) of DDL and baseline methods (with standard deviation) on TRUVEN dataset. Higher top-k recall implies better performance.

Model	Top-50 recall	Top-30 recall	Time
LR	0.753 ± 0.002	0.605 ± 0.002	43.0 ± 1.2
DictLearn	0.752 ± 0.002	0.610 ± 0.002	84.2 ± 2.0
DAPS	0.773 ± 0.003	0.621 ± 0.002	232 ± 34
RNN	0.783 ± 0.003	0.630 ± 0.002	113.0 ± 8.2
RETAIN	0.786 ± 0.007	0.632 ± 0.005	134.4 ± 12.0
DDL	0.791 ± 0.004	0.634 ± 0.003	624 ± 34
DDL w.o. decoder	0.780 ± 0.05	0.627 ± 0.005	427 ± 31