Aims. We aim to validate the Einstein equivalence principle (local position invariance) by limiting the fractional changes in the electron-to-proton mass ratio, μ = m e /m p , measured in Galactic plane objects. Methods. High-resolution spectral observations of dark clouds in the inversion line of NH 3 (1, 1) and pure rotational lines of other molecules (the so-called ammonia method) were performed at the Medicina 32-m and the Effelsberg 100-m radio telescopes to measure the radial velocity offsets, ΔRV = V rot −V inv , between the rotational and inversion transitions, which have different sensitivities to the value of μ. Results. In our previous observations (2008)(2009)(2010), a mean offset of ΔRV = 0.027 ± 0.010 km s −1 (3σ confidence level (C.L.)) was measured. To test for possible hidden errors, we carried out additional observations of a sample of molecular cores in 2010-2013. As a result, a systematic error with an amplitude ∼0.02 km s −1 in the radial velocities was revealed. The averaged offset between the radial velocities of the rotational transitions of HC 3 N(2-1), HC 5 N(9-8), HC 7 , and the inversion transition of NH 3 (1, 1) is ΔRV = 0.003 ± 0.018 km s −1 (3σ C.L.). This value, when interpreted in terms of Δμ/μ = (μ obs − μ lab )/μ lab , constraints the μ-variation at the level of Δμ/μ < 2 × 10 −8 (3σ C.L.), which is the most stringent limit on the fractional changes in μ based on astronomical observations.