Photocatalysts for CO2 Reduction and Computational Insights

•The role of metal complex, metal oxide, Z-scheme and improved S-scheme hybrids are critically reviewed.•The computational studies of photocatalysts are discussed.•The recent development in the use of metal–organic framework and organic source as photocatalysts are discussed.•Current challenges and future outlook of photocatalysts for CO2 reduction are presented.