Table 1.

Shows the Wasserstein distance EMD and MSE for artificial datasets between the left out timepoint and the predicted points for our two generated datasets. Mean over 3 seeds.

	EMD			MSE
	Arch	Cycle	Tree	Arch	Cycle	Tree
Base	0.691	0.037	0.490	0.300	0.190	0.218
Base + D	0.607	0.049	0.373	0.236	0.191	0.145
Base + V	0.243	0.033	0.143	0.107	0.068	0.098
Base + D + V	0.415	0.034	0.252	0.156	0.081	0.132
OT	0.644	0.032	0.492	0.252	0.192	0.196
prev	1.086	0.035	1.092	0.652	0.192	0.666
next	1.090	0.035	1.068	0.659	0.192	0.689
rand	0.622	0.406	0.420	0.243	0.346	0.161