Metal organic frameworks (MOFs) are regarded as the promising potential photocatalytic materials because of its high specific surface area, regular morphology and highly adjustable structure. Herein, introducing different addition percentage of 1-vinylimidazole to two-dimensional zeolite imidazole framework (ZIF-L) with leaf-shaped morphology was successfully prepared via water-assisted strategy and applied in the photocatalytic hydrogen evolution experiments. The results indicate that VZ-12 shows the highest photocatalytic activity with hydrogen production rate of 162.7 μmol g−1 h−1, which is 3 times than that in VZ-0 (pure ZIF-L, 56.33 μmol g−1 h−1) under simulated sunlight. The enhanced performance is ascribed to the increased specific surface area observed via BET, narrow band gap (Eg) explored through UV–vis DRS and decreased recombination of photo-generated charge carriers measured by photoluminescence (PL). In a word, the effort of our study provides a new idea for developing and fabricating efficient hydrogen production photocatalyst via water splitting.