What are the key metrics for evaluating generative models?
An example of an AI chatbot conversation about metrics for generative models.
What are the key metrics for evaluating generative models?
Key metrics include Inception Score, Fréchet Inception Distance, and Perplexity.
Can you explain Inception Score in detail?
Inception Score measures the quality of generated images by evaluating how recognizable they are to a pre-trained classifier.
What is Fréchet Inception Distance?
Fréchet Inception Distance compares the distribution of generated images to real images, assessing their similarity.
How do these metrics impact model training?
These metrics guide model improvements by providing feedback on quality and diversity of generated outputs.
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