Implementation evaluation frameworks are essential tools in implementation science for assessing the quality and effectiveness of evidence-based interventions. This paper systematically reviews eight internationally representative evaluation frameworks, outlining their development backgrounds and structural features. It then compares their usability, applicability, and testability. Two case studies are presented to illustrate how evaluation frameworks can be integrated with process models and determinant frameworks to enhance the understanding and guidance of complex interventions. This paper aims to offer practical guidancefor selecting and applying evaluation frameworks, thereby supporting the advancement of implementation science in both local and global health contexts.