Hello,

You have average marks in your previous classes. But since you have not mentioned your graduation marks i am answering on the basis of your 10th & 12th marks. 

If you are from general category then you need to score almost 99+ percentile in CAT. And this also does not guarantee a call because many factors such as graduation marks, work experience, etc. are counted before the call is made.