Abstract: Scientific and technological innovation is the source of power for industrial development. Transforming innovative agricultural scientific and technological achievements in theoretical form into actual productivity is conducive to promoting high-quality agricultural development and accelerating the pace of agricultural modernization. The performance evaluation index system of the transformation path of agricultural science and technology achievements in Tianjin was constructed in three dimensions, namely technology, economic benefits and social benefits, and the index weights of the first and second levels were derived using the AHP method. Based on the expert questionnaire, the FCE method was used to evaluate and compare the performance of different transformation paths of different kinds of agricultural science and technology achievements in Tianjin and seek the best transformation path for various kinds of agricultural science and technology achievements. Some suggestions were put forward from the government, science and education departments and enterprises to promote the transformation of agricultural scientific and technological achievements.

Key words: analytic hierarchy process, fuzzy comprehension evaluation method, transformation of agricultural science and technology achievements, performance evaluation index system