Let $\mu$ be a self-similar measure on the line satisfying the strong separation condition, or more generally, a Gibbs measure supported on a nonlinear Cantor set on the line. We conduct the one-sided multifractal analysis of $\mu$. This is based on joint work with Cai-Yun Ma.