Just wondering is there a place where we can see the comprehensive pros and cons of different valuation method?
It would be pretty difficult to do a comprehensive pros and cons of all methods, there are a lot of methods out there, and because value can be subjective for many assets people can (and have) come up with there own methods that are only used by a small group of people. Also different people have different opinions on if something is a pro or con (for example how you feel about the CAPM could tilt you one way or the other on a DCF).
That being said the two big ones are DCF and multiples (typically some measure of earnings)
DCF is more customizable and can reflect unquie aspects of a company better, but is also very sensitive and therefore is easier to make mistakes/ manipulate the value compared to multiples(either public company or transaction).