This data article contains annotation data characterizing Multi Criteria Assessment Methods proposed in the scientific literature by INRA researchers belonging to the Science for Action and Development department. It develops as primary mission of producing generic and finalised information, and developing methods, tools and knowhow in its fields of competence which are mathematics and informatics applied to the sectors of food, agriculture and the environment.