Caffeine itself in normal amounts cannot cause acne. However if you are having coffee or tea with milk, it’s possible that the milk could be triggering your acne. Also – excess amounts of milk and sugar may also exacerbate your acne.
To understand the root cause of your acne, it’s best to consult a dermatologist.