Hello,
If you use the code that Ben gave you- I think you can only have one in stock at any time of any product on the entire marketplace. It is an all or nothing setting.
How do you have your WooCommerce stock settings arranged? Could you show me a screenshot of this page:
wp admin > woocommerce > settings > products > inventory