That was a viable position until Bell's Inequality came along. All possible local hidden variable models have been disproven by experiment. If quantum mechanics isn't complete, we can at least say with confidence that it is as complete a model as physical reality will permit.
Not so. Bohm's pilot wave model is a perfectly viable hidden variable model. In fact, I seem to recall Bell having been influenced by it in deriving his theorem.