Evaluating Diffusion Model Performance: A Comprehensive Guide to Key Metrics and Best Practices
Introduction: The Need for Rigorous Evaluation of Diffusion Models In the rapidly evolving landscape of artificial intelligence, diffusion models have emerged as a transformative force in generative tasks, particularly within the realm of image synthesis. These models, distinguished by their ability to reverse a meticulously crafted noising process, have consistently demonstrated remarkable capabilities in producing…