JANUS yields a 936x geometric-mean improvement over the host optimizer on a 1000-dimensional BBOB subset

yields a $936\times$ geometric-mean improvement over the host on a $d{=}1000$ BBOB subset

http://arxiv.org/abs/2608.22862v1