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Walpole bequeathed a comprehensive collection of paintings, notably British portraits and works by old masters, to the Tate Gallery, significantly enriching the institution's holdings. His visionary contribution continues to captivate art enthusiasts and contribute to the gallery's reputation as a premier cultural destination.