The Strong Equivalence Principle of Gravitation states that the effects of acceleration are indistinguishable from those of gravitation. This is valid only if the geometrical interpretation of gravity is valid. For example, if gravity is transferred by gravitons, then acceleration caused by gravity would have many gravitons transferring this force, but physical acceleration would not. It does not matter that gravitons have not been detected. If gravitons physically cause gravity, then a gravitational force would be different than the inertial pseudo-force caused by acceleration.
A related question: Does freefall eliminate the gravitational force on a mass? The alternative explanation is that the gravitational force is still being exerted in freefall, but the acceleration is causing an opposing inertial pseudo-force that exactly offsets the gravitational force.