you might say " the cheese improves with age." this sentence usually refers to the quality of something. such as cheese or wine.

Specify the context. You could say "gets better with time."

年長有進 for a person improving 陣年好酒, if you are referring to the aging of wine.

HI Can you please specify what is the context?