Performance of artificial intelligence systems on Atari games

Average performance across 57 Atari 2600 games, such as Frogger and Pac-Man. Measured relative to human performance, which is set to 100%. "State of the art"refers to AI models that are currently the most advanced or effective in solving specific problems or tasks.

Publication dateOct 6, 2017Dec 17, 2018Jul 5, 2019Jan 21, 2020Aug 8, 2020Feb 24, 2021Mar 31, 2022AveragescoreonAtarigamesrelativetohumans(100%)Rainbow DQNRainbow DQNR2D2R2D2MuZeroMuZeroGDI-H3GDI-H3OthersState of the art