The big blue marker that has Chemists, Last Republic, Undivied on marks the spot.

Found some pubs nearby too:

• 1: Hand & Racquet
• 2: Shephard Neame
• 3: Captains Cabin
• 4: Nancy's
• 5: The Chequers Tavern
• 6: Just Oriental
• 7: Balls Bros
• 8: The Golden Lion
• 9: Inn The Park Restaurant
• A: Radisson Edwardian Leicester Square Hotel
• B: Ristorante Biagio & Bar
• D: Westminster Arms
• E: Radisson Edwardian Amba Bar & Grill
• F: The Two Chairmen