Table 3: Performance comparison of chest X-ray pneumonia classification results.

Methods	Accuracy[%]	F1-Score[%]	Normal		Pneumonia
			Precision[%]	Recall[%]	Precision[%]	Recall[%]
Baseline (StyleGAN 0%)	88.88±2.23	87.79±2.76	93.59±4.89	89.65±4.94	81.03±10.69	89.55±6.44
StyleGAN 25%	91.83±0.34	91.21±0.34	94.56±1.58	92.56±1.12	87.26±2.27	90.71±2.26
StyleGAN 50%	89.74±0.79	88.65±1.10	96.00±3.84	88.82±3.55	79.32±7.44	93.09±5.29
StyleGAN 75%	89.55±1.27	88.65±1.43	93.90±2.82	89.96±2.34	82.31±5.00	89.35±3.89
StyleGAN 100%	87.37±1.62	85.76±1.98	96.56±0.77	85.26±2.05	72.05±4.51	92.66±1.45