Will an anti virus anti malware software delete a key logger?

Will an anti virus anti malware software delete a key logger?

I think some one put a key logger on my computer. I have good anti virus anti malware on my computer but there are still signals that cause me to think that there is a key logger or something similar also on my computer. Would a complete restore rid my computer of this?