This data article contains annotation data characterizing Multi Criteria Assessment Methods proposed in the scientific literature by INRA researchers belonging to the Animal Genetics department. Those researchs aim to understand the genetic determinism of the traits observed in farm animals and more generally to gain knowledge in animal integrative biology. In addition methods and tools are developed for the genetic improvement and conservation of farm animals.