We provide a definition of Vafa-Witten invariants for projective surface Deligne-Mumford stacks, generalizing the construction Tanaka-Thomas on surfaces inspired by S-duality conjecture. give calculations root stack over general type quintic surface, and with ADE singularities. The relationship between singularities their crepant resolutions is also discussed.