Metabolomic analyses of leaf of sunflower plants cultivated outdoors in a phenotyping facility in well-watered or water-deficit conditions. Analyses performed on 24 genotypes (8 lines and their corresponding 16 hybrids) using LC-Orbitrap-MS of leaf extracts.