Frank Pittman says that of marriages that come from affairs only 25% will last, not that 25% of affairs become marriages. So if the 3% become serious lasting relationships, then 75% of those marriages also end in divorce.
Here are the stats from various sources on the internet. It goes from 3 to 10 percent but that is still very low odds.