The primary advantage of Compact Block Filters is their efficiency and privacy improvements over Bloom filters. They also facilitate faster synchronization of light clients with the Bitcoin network. As the filters are deterministic and can be independently verified, they enhance trust and reduce the risk of denial-of-service attacks.