Relative temperature deviations of the template stars between the MAP estimates and the literature values sorted by their spectral type. Different colours and symbols indicate the results of the three different cINNs. The pink area indicates the uncertainty of the literature temperature value. We only present template stars whose literature temperature value is within the network training range.