I understand that that by writing their logic tables they do not have the same truth values for corresponding inputs and because of this they are not equivalent.
But as an example consider the following statements. It is raining or it is sunny. If its raining, then it is not sunny. Why aren't these equivalent?
Because $p \lor q$ can be true either if $p \land \bar{q}$ or $\bar{p} \land q$ or $p \land q$.