The invention relates to a coating with hydrophilic self-cleaning capability. The coating comprises the following components in parts by weight: 80-100 parts of a hydrophilic solvent, 0.01-10 parts of a polymer monomer, 0.01-0.5 part of a chain initiator, 0.01-1 part of a silane coupling agent, 0.01-1 part of a photoinitiator and 0-1 part of an antistatic agent, the polymer monomer comprises one or more of ethylene, propylene, vinyl chloride, styrene and derivatives thereof; the polymer monomers are cross-linked, interconnected or polymerized to form a high-molecular polymer with a net structure; the antistatic agent comprises one or more of alkyl quaternary ammonium salt, alkyl phosphorus salt, alkyl phosphonium salt, alkyl sulfonic acid alkali metal salt, alkyl phosphoric acid alkali metal salt, alkyl dithiocarbamic acid alkali metal salt and ethoxylated aliphatic alkylamine. The coating disclosed by the invention has the characteristics of being all-weather, durable and good in light transmission performance.