A compact polarization beam splitter is formed by cascading two stages of three restricted MMIs. Each MMI is configured to set ultra compact width and length for a rectangular waveguide body to limit no more than 4 modes therein working as a polarization beam splitter in a 50 nm wavelength window around 1300 nm. Each MMI is further configured to couple an input at a first end and a TE bar output and a TM cross output at a second end of the rectangular waveguide body. The locations of the input/output waveguide ports are designated to be a distance of ⅙ of the width away from a middle line from the first end to the second end. Two second-stage MMIs have their inputs coupled to the TE bar output and the TM cross output of the first-stage MMI and provide a second-stage TE bar output and a second-stage TM cross output, respectively.