Gas-liquid membrane contactors are attractive for CO2 capture from flue gas due to process intensification; however, conventional contactors are based on hydrophobic porous membranes, which can be gradually wet by the liquid solvent, resulting in a dramatic decrease in CO2 flux. Herein, we demonstrate a facile method for coating hydrophobic polydimethylsiloxane (PDMS) nanofilms on porous hollow fiber membranes (HFMs) using solutions containing 0.4–5% PDMS. The PDMS nanofilm covers the nanopores on the membrane surface and increases hydrophobicity, preventing pore infiltration by the liquid solvent and increasing the CO2 flux. For example, coating the HFMs with a 5% PDMS solution enhances CO2 mass transfer coefficient by more than 10 times, from 0.0020 to 0.028 cm2 s-1, and CO2 permeance from 24 to 330 GPU, higher than most leading membrane contactors reported in the literature. CO2 capture performance is also thoroughly investigated as a function of gas composition, gas flow rate, liquid flow rate, and transmembrane pressure, providing helpful guidance in designing next-generation membrane contactors for various gas separations. The PDMS NFC membrane contactors can be facilely prepared, and they might be useful for other important gas separations, such as olefin/paraffin and oxygen/nitrogen.