Common methods for binary conversion include the Double-dabble method for binary to BCD conversion, division by 2 method for decimal to binary conversion, grouping method for binary to hexadecimal conversion, and addition method for binary to octal conversion. Additionally, there are built-in functions in many programming languages for binary conversions.