Table 3.

Comparison of the GAN model's performance with the baselines.

Model	T (time gap in units of 6 months)	Validation accuracy	Test accuracy
GAN + 3C-Classifier	4 (2 years)	0.743	0.7127
	6 (3 years)	0.7491	0.7181
	8 (4 years)	0.6707	0.6671
GAN + B-Classifier	4 (2 years)	0.7554	0.7342
	6 (3 years)	0.7503	0.7529
	8 (4 years)	0.7376	0.766
3C-Classifier, first time-point	4 (2 years)	0.8253	0.8439
	6 (3 years)	0.8066	0.8327
	8 (4 years)	0.8206	0.8315
3C-Classifier, second time-point	4 (2 years)	0.8873	0.8733
	6 (3 years)	0.8715	0.8636
	8 (4 years)	0.8407	0.8315