We employ geometric discord and measurement induced nonlocality to quantify non classical correlations of some well-known bipartite bound entangled states, namely the two families of Horodecki's (2 ⊗ 4, 3 ⊗ 3 and 4 ⊗ 4 dimensional) bound entangled states and that of Bennett et al.'s in 3 ⊗ 3 dimension. In most of the cases our results are analytic and both the measures attain relatively small value. The amount of quantumness in the 4 ⊗ 4 bound entangled state of Benatti et al.and the 2 ⊗ 8 state having the same matrix representation (in computational basis) is same. Coincidently, the 2m ⊗ 2m Werner and isotropic states also exhibit the same property, when seen as 2 ⊗ 2m 2 dimensional states.