Cooking it also takes the edge off similar to how tomato paste tastes better after cooking.
Also don't quote me on this, but I think the reason maid cafes do omelette rice is because it's usually a meal prepared at home by your mom so it has a feeling of nostalgia and comfort. Not because it's fancy cuisine. You're buying affection at one of those places, not the food.