Lots of different solvents
I soak them in an enzyme presoak overnight, then rinse them in hot water with ammonia and low suds detergent. If they're clean at that point, I'll do a final warm rinse with softener. If not, I'll do it all over again. Works well with old-style thick white oven mitts.