Title: Dust-free Star Formation Rate from Multi-Waveband Galaxy Surveys Bahram Mobasher Space Telescope Science Institute Abstract: Estimates of star formation rate (SFR) in the local Universe (0 < z < 1) are still uncertain. This is mostly due to biases in selecting samples of star-forming galaxies, uncertainties in corrections for dust extinction and astrophysics of different star formation diagnostics. The most serious problem is that using different star formation diagnostic, one gets different SFRs, even for the same objects. In this talk I will address these problems by comparing SFRs estimated from a number of independent indicators, applied on the same sample of galaxies. This is expected to minimise sources of bias in measuring SFRs. Potential of multi-waveband surveys, used in this study, for finding new classes of objects is also discussed.