As I was doing some other stuff today, I happened to take a look into the Community Device Library and spotted an old-school standalone deep freeze that Sense did learn and detect using Sense AI.
So Sense can detect them. Your situation might be a matter of household usage noise or could it be a weird ramp that doesn’t fit the model.