Before revision:  Thus, the tensor tubal rank, T-rank, singular values and T-singular values of a third  tensor are invariant when it was taking T-product with some orthogonal tensors.
After revision:  Thus, the tensor tubal rank, T-rank, singular values and T-singular values of a third tensor are invariant when it is taking T-product with some orthogonal tensors.