We investigate the finite-temperature properties of attractive three-component (colors) fermionic atoms in optical lattices using a self-energy functional approach. As the strength of the attractive interaction increases in the low-temperature region, we observe a second-order transition from a Fermi liquid to a color superfluid (CSF), where atoms from two of the three colors form Cooper pairs. In the strong attractive region, we observe a first-order transition from a CSF to a trionic state, where three atoms with different colors form singlet bound states. A crossover between a Fermi liquid and a trionic state is observed in the high-temperature region. We present a phase diagram covering zero to finite temperatures. We demonstrate that the CSF transition temperature is enhanced by the anisotropy of the attractive interaction. The study of cold fermionic atoms has attracted considerable attention. Fascinating aspects of many-body effects have been revealed in various phenomena. A crossover between a BCS-type superfluid and BoseEinstein condensation (BEC) was observed by controlling the strength of the attractive interaction using Feshbach resonances [1,2,3,4,5,6]. A superfluid-insulator transition was observed for 6 Li fermionic atoms in an optical lattice [7]. These phenomena with a highly tuned attractive interaction may be difficult to observe in condensed matter physics. One can expect further that the cold fermionic atoms show the novel phenomena beyond those observed in the condensed matter. It has been shown that three-component (colors) fermionic atoms exhibit characteristic features. Their properties in optical lattices at zero temperature have been studied theoretically [8,9,10,11]. It was argued that for atoms with a weak attractive interaction two of the three colors form Cooper pairs, yielding a color superfluid (CSF). As the strength of the attractive interaction increases, there is a quantum phase transition from the CSF state to the trionic state, where three atoms with different colors form singlet bound states [10,11].In contrast to the detailed investigations that have been undertaken at zero temperature, little information is available about the finite-temperature properties. Recently, fermionic atoms with a balanced population of three different hyperfine states were successfully created [12]. The temperature at which these atoms were realized was T /T F ∼ 0.37 [12], where T F is the Fermi temperature. Studies of the finite-temperature properties are thus indispensable. In particular, the stabilities of the CSF and trionic phases against thermal fluctuations are important in terms of observing these novel states in experiments.In this paper, we investigate fermionic atoms with three different colors (α = 1, 2, 3) in optical lattices at zero and finite temperatures. Using a self-energy functional approach (SFA) [13,14], we elucidate characteristics of the CSF, trionic, and Fermi liquid states, and study the phase transition and crossover between them. In accordance with the conventional mod...