This is a randomized, open-label, multicenter study for patients with advanced or metastatic non-small cell lung cancer (stage IIIB or IV). The objective of this study is progression-free survival of bevacizumab and pemetrexed compared to pemetrexed monotherapy during second-line treatment of Stage IIB or IV non-small cell lung cancer.