mode of payment

Is there any other means other then credit card by which I can pay CFA exam registration fees . will debit card do ?

Yes, debit card will work, I have paid my membership with one.

its not accepting debit card number. I have SBI debit card

Have you tried to call CFAI? I did not renew my membership online but via phone, and they definitely accepted my debit card number.