Preheat oven to 375 degrees and grease a 9x9 inch baking pan or large deep dish pie pan.
Make the filling: Toss together all filling ingredients in a large mixing bowl until well combined. Pour into the prepared pan.
Make the topping: In a separate bowl, stir together the oats, flour, brown sugar, cinnamon and salt. Add the melted butter and stir until well combined. Lastly, fold in the chocolate chips.
Spread the topping over the cherries and bake in the preheated oven for 30 minutes. Allow to cool at room temperature for 15-20 minutes, then serve with vanilla ice cream.