The present invention relates to agonistic ICOS-binding molecules comprising at least one antigen binding domain that binds to a tumor-associated antigen and their use in combination with T-cell bispecific molecules in the treatment of cancer, the agonistic ICOS-binding molecules as such, pharmaceutical compositions comprising these molecules, and methods of using the same.