Bengali sweets are unique due to their distinct use of ingredients like chhena (a form of cheese), khoya (reduced milk), and nolen gur (date palm jaggery). These sweets often have a delicate texture and are soaked in sugar syrup or flavored with cardamom, saffron, or rose water, offering a rich and aromatic experience.