We will review recent developments in the numerical approximation of elliptic partial differential equations (pdes) involving multiscale features like oscillating coefficients or fractal computational domains. We will particularly concentrate on multiscale finite elements the role of subspace correction in iterative and direct homogenization, and recent numerical approaches towards effective models.