It's possible to improve program efficiency with RBPF algorithm

Today, I got the demo code about RBPF(rao-blackwellized particle filter)from Dr.Nando de Freitas's website(Matlab version). The simulation shows that the less particle used in RBPF can obtain equal or better estimation result over Generic PF.It suggests that the efficiency can be improved by this algorithm.