Ever since their discovery , Infrared dark clouds ( IRDCs ) are generally considered to be the sites just at the onset of high-mass ( HM ) star formation . In recent years , it has been realized that not all IRDCs harbour HM Young Stellar Objects ( YSOs ) . Only those IRDCs satisfying a certain mass-size criterion , or equivalently above a certain threshold density , are found to contain HMYSOs . In all cases , IRDCs provide ideal conditions for the formation of stellar clusters . In this paper , we study the massive stellar content of IRDCs to re-address the relation between IRDCs and HM star formation . For this purpose , we have identified all IRDCs associated to a sample of 12 Galactic molecular clouds ( MCs ) . The selected MCs have been the target of a systematic search for YSOs in an earlier study . The catalogued positions of YSOs have been used to search all YSOs embedded in each identified IRDC . In total , we have found 834 YSOs in 128 IRDCs . The sample of IRDCs have mean surface densities of 319 M _ { \odot } ~ { } { pc } ^ { -2 } , mean mass of 1062 M _ { \odot } , and a mass function power-law slope -1.8 , which are similar to the corresponding properties for the full sample of IRDCs and resulting physical properties in previous studies . We find that all those IRDCs containing at least one intermediate to high-mass young star satisfy the often-used mass-size criterion for forming HM stars . However , not all IRDCs satisfying the mass-size criterion contain HM stars . We find that the often used mass-size criterion corresponds to 35 % probability of an IRDC forming a massive star . Twenty five ( 20 % ) of the IRDCs are potential sites of stellar clusters of mass more than 100 M _ { \odot } .