Density functional calculations have been performed on two types of molecular crystal: ͑a͒ crystalline ͑orthorhombic͒ polyethylene comprising covalently bonded parallel chains with weak interchain interactions, and ͑b͒ a crystalline analog of bisphenol-A polycarbonate with a unit cell containing two molecules with 59 atoms each. The local density approximation for the exchange-correlation energy overestimates the strength of the intermolecular bonds in both, and the Becke-Perdew functional ͑gradient corrected͒ gives no intermolecular binding in the former and a very weak bond in the latter. The functional of Perdew, Burke, and Ernzerhof leads to binding in both molecules.