Facing the pressure of energy conservation and emission reduction under the global climate change and the environmental pollution and energy constraints under the rapid development of domestic economy, the road of low-carbon, green and ecological development and the realization of sustainable development have become the strategic guidance of China's economic transformation and development reform. As the "13th Five -Year" economic development mode transformation battle is about to start, enterprises have to integrate "green" elements in the process of formulating strategies to meet the increasingly fierce competition in the global market. As an important means of enterprise logistics performance management, the construction of logistics performance evaluation index system adapted to the new requirements of green development has become an urgent issue. Green innovation in logistics reflects the integration of green development and innovation-driven development, and plays an important role in economic development and environmental protection. Green development is an inevitable choice for transformation and upgrading in the new situation and enhancing international competitiveness. Establishing a correct and feasible evaluation index system of logistics green innovation plays an important role in assessing and mastering the development of enterprises, industries and regions. On the basis of sorting out the relevant concepts of green innovation, this paper reviews the research status of green innovation performance from the aspects of index system, research methods and influencing factors. Literature review found that: (1) The green innovation performance of existing literature is mostly concentrated in China's industry, manufacturing industry or enterprises whose energy consumption has a large impact on the environment, and there are few studies on logistics, service industry, emerging industries and modern agriculture. (2) There is no targeted evaluation index system in each specific industry. (3) There are more external factors influencing the development of green innovation in logistics than internal factors, and the interaction between each factor is not specified.