We study critical metrics of higher-order curvature functionals on compact Riemannian -manifolds . For an integer with , let denote the -th exterior power of the Riemann curvature tensor. We investigate the Riemannian functionals which generalize the Hilbert–Einstein functional and the total squared norm curvature, obtained for respectively. Using the formalism of double forms, we develop a systematic variational framework yielding compact first variation formulas for these functionals. Two key lemmas streamline the variational computations. A central technical ingredient is a generalization of the classical Lanczos identity to symmetric double forms of arbitrary even degree, providing explicit algebraic relations between the tensors and . As a main geometric application, we introduce -Thorpe and -anti-Thorpe metrics, defined by self-duality and anti-self-duality conditions on in even dimensions . In the critical dimension , these metrics are absolute minimizers of , with the minimum determined by the Euler characteristic. For , they satisfy a harmonicity property leading to rigidity results under suitable curvature positivity assumptions. We further establish equivalences among variational criticality conditions. For hyper--Einstein metrics, characterized by , being critical for is equivalent to being -Einstein and to being weakly -Einstein. In the locally conformally flat setting, we classify all -Thorpe metrics, showing that they are either space forms or Riemannian products .

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