A dominant rational self-map on a projective variety is called -cohomologically hyperbolic if the -th dynamical degree is strictly larger than other dynamical degrees. For such a map defined over , we study lower bounds of the arithmetic degrees, existence of points with Zariski dense orbit, and finiteness of preperiodic points. In particular, we prove that, if is an -cohomologically hyperbolic map on a smooth projective variety, then (1) the arithmetic degree of a -point with generic -orbit is equal to the first dynamical degree of ; and (2) there are -points with generic -orbit. Applying our theorem to the recently constructed rational map with transcendental dynamical degree, we confirm that the arithmetic degree can be transcendental.

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