Estimating the economic cost of climate impacts is difficult for many reasons related to complex interactions and uncertainty in the coupled earth-human system. This review paper describes current approaches to valuing climate impacts in integrated assessment models, summarizes eleven primary critiques, and identifies the frontier of climate impacts research that could serve to advance the state of the art.