Preheat oven to 375.
Cut larger tomatoes in half, the really little ones can stay whole.
Place tomatoes on a parchment lined baking sheet and drizzle with olive oil.
Sprinkle with the black pepper, salt and garlic.
Bake 40 minutes until starting to brown and tomato liquid on the bottom of the pan is starting to thicken.