A new flavonoid, 6 ''-O-(E)-feruloylhomoplantaginin (1), and 14 known compounds, 6 ''-O-(E)-feruloylnepitrin (2), 6 ''-O-(E)-p-coumaroylnepitrin (3), 6-rnethoxyluteolin 7-glucopyranoside (4), luteolin glucuronide (5), luteolin 3'-O-(3 ''-O-acetyl)-beta-D-glucuronide (6), kaempferol (7), luteolin (8), genkwanin (9), and ladanein (10), together with 1-O-feruloyl-beta-O-glucopyranose (11), 1-O-(4-hydroxybenzoy1)-beta-D-glucopyranose (12), rosmarinic acid (13), camosic acid (14), and carnosol (15), were isolated from the leaves of Rosmarinus officinalis. The structures were established on the basis of NMR spectroscopic methods supported by HRMS. All isolated compounds were tested for cytotoxicity in human cancer cell lines (HepG2, COLO 205, and HL-60) and for anti-inflammatory activities in lipopolysaccharide (LPS)-treated RAW 264.7 macrophage cells. Among them, compounds 14 and 15 were modestly active in the inhibition of nitrite production in macrophages, followed by compounds 8 and 5. Compounds 14 and 15 were more effective as an antiproliferative agent in HL-60 cells with IC50 values of 1.7 and 5.5 mu M, followed by compounds 8 and 7 with IC50 of 39.6 and 82.0 mu M, respectively. In addition, compounds 14 and 15 showed potent antiproliferative effects on COLO 205 cells with IC50 values of 32.8 and 29.9 mu M, respectively.