Movie Gen Bench, released by Facebook Research, is a video generation evaluation benchmark designed to provide fair and easily comparable standards for future research in video generation. The benchmark includes two components: Movie Gen Video Bench and Movie Gen Audio Bench, which evaluate video content generation and audio generation, respectively. The release of Movie Gen Bench is significant for advancing video generation technology and evaluation, assisting researchers and developers in better understanding and improving the performance of video generation models.