Table 1.

Advantages and limitations of AnoGAN, GANomaly, and Skip-GANomaly.

	AnoGAN	GANomaly	Skip-GANomaly
Advantages	Training without anomaly data.	Significant improvement in detection time.	Better ability of image reconstruction.
Limitations	Excessive time to detection.	Cannot reconstruct complex images.	Model collapse during training.