Corruption perception was explored using stratified multi-stage random sample of 4696 residents from 120 counties and 6 provinces. The results showed that the corruption perception was negative and most of residents were dissatisfied with local government anti-corruption policies. The corruption perception fell in between “uncertain” and “important”. Compared with international reference group，Chinese thought much worse of the corruption. People working outside more frequently expressed their negative attitude toward local government anti-corruption policies than those not working outside. Migrant workers reported feeling worse than urban and rural residents. There has also been registered regional difference on corruption perception and anti-corruption satisfaction.