They are The George in Great Oxendon, near Market Harborough, The Red Lion in East Haddon and The White Horse in King's Sutton, near Banbury.
None have Michelin stars but all three have earned the coveted Michelin Plate: Good Cooking accolade.
The guide's website says: "For restaurants, being in the selection is the sign of very good food, and the Michelin Plate is the symbol for that."
While they may be shut at the minute because of the coronavirus lockdown, they will be ready to be enjoyed once the restrictions have been lifted.
Flick through these pictures of the restaurants and their award-winning food.
13. The George, Harborough Road, Great Oxendon
The Michelin Guide says of The George in Great Oxendon: "An experienced chef has brought this 16C roadside inn up-to-date by adding a lovely New England style dining room to the rear, complete with glass doors opening onto a terrific terrace and garden. Assured, classically based British dishes take on an unfussy modern style. Bedrooms are stylish."