Table 4 View classification performance of the semi-supervised generative adversarial network for varying amounts of labels as input

From: Deep echocardiography: data-efficient supervised and semi-supervised deep learning towards automated diagnosis of cardiac disease

Labels per class Test Accuracy
1 16%
5 28%
15 43%
30 51%
90 65%
270 78%
810 82%
21732 88%