In this work, we consider sequence of metrics with almost nonnegative scalar curvature on torus. We show that if the sequence is uniformly conformal to another sequence of metrics with uniformly controlled geometry, then it converges to a flat metric in the volume preserving intrinsic flat sense, L p sense and the measured Gromov-Hausdorff sense.