modelscope/evalscope

EvalScope is a framework for evaluating and stress-testing large language, vision-language, embedding, reranking, and generative models, with tools for running benchmarks and reviewing results. It is for developers and researchers comparing model capabilities, agent behavior, and inference performance. The catalogue add-ons provide workflows for running evaluations and interpreting their outputs.