On my old boat, I used soapy water or Simple Green and a stiff bristle brush to clean it off. Once you get it clean, consider painting the inside of your hatches and lids with high gloss paint. Current boat has all the inside of hatch lids and the bilge Awlgripped in gloss white. Makes wiping clean super easy.