Scoring algorithms

Calculating the accuracy of a GAN is simple. The objective function for GANs is not a specific function, such as mean squared error or cross-entropy. GANs learn objective functions during training. There are many scoring algorithms proposed by researchers to measure how well a model fits. Let's look at some scoring algorithms in detail.