Set-associative cache, an intermediate approach between direct-mapped and fully associative cache, combines the strengths of both designs. It divides the cache into sets, each containing multiple cache lines. When a memory address is accessed, its set is identified, and the corresponding set is searched for a matching tag. This organization allows for faster access compared to fully associative cache, while also reducing conflict misses as compared to direct-mapped cache.