A chamber sealing mechanism and a pressurization bubble-eliminating equipment are provided. The chamber sealing mechanism includes an annular groove and a sealing ring, wherein the sealing ring and the annular groove are connected to form a closed cavity; the annular groove is provided with a gas charging valve that communicates with the closed cavity and is configured to charge air into the closed cavity and discharge air from the closed cavity.