Or at least not without legal advice.
The police often offer cautions in cases where they know there is not enough evidence to secure a conviction. So if you refuse a caution in these cases, the case will simply be dropped. The caution is offered so that the police can officially say the crime has been cleared and dealt with. But many people accept cautions when they are innocent, because of fear of going to court.