This repository aggregates academic and practical works for evaluating generative models in the visual domain. It organizes evaluation methods across three main areas: quality metrics for generated images and videos, condition-consistency metrics for aligning outputs with user inputs, and comprehensive evaluation systems for different generation tasks. The collection includes benchmarks for text-to-image, neural style transfer, video generation, and other generative tasks.