Depends on the edition. In AD&D, they get several benefits a human doesn't (infravision, slight resistance to sleep/charm) and have a wider selection of classes and multiclasses (ranger, druid, bard, cleric). Assuming you weren't expecting to play post 12th level, half-elf is strictly better...