The adsorption of ethylbenzene (EB) has been studied on thin films of FeO(III) and Fe3O4(III) grown epitaxially on Pt(lll) using thermal desorption spectroscopy (TDS), ultraviolet photoelectron spectroscopy (UPS) and low energy electron diffraction (LEED). Applying a threshold analysis of the TDS data, desorption energies E-des and the corresponding frequency factors are deduced. The UPS measurements are performed under adsorption-desorption equilibrium conditions: The spectra are taken at varying sample temperature at constant EB gas phase pressures. From the spectra, the EB-coverages theta(EB) are deduced. From the adsorption isobars obtained in this way, isosteric heats of adsorption q(st)(theta(EB)) are obtained which are compared to the desorption energies E-des deduced from TDS. On the oxygen-terminated FeO(III) surface, two adsorption states are observed, a physisorbed first layer (beta-EB) followed by condensation (alpha-EB). Their UP spectra are almost identical and very similar to the spectrum of gas phase EB. On Fe3O4(III), a more strongly chemisorbed species (gamma(1)-EB) is adsorbed first, followed by physisorbed beta-and condensed alpha-EB. The chemisorbed phase exhibits a strong shift and split of the highest occupied pi orbitals of the phenyl group. This indicates a strong interaction between the substrate and the adsorbed molecules that are adsorbed with the phenyl ring lying flat on the surface. The desorption energies E-des and the isosteric heats of adsorption q(st), respectively, are 91 (85) kJ/mol for gamma(1)-, 55 (58) KJ/mol for beta- and 50 (52) kJ/mol for alpha-EB and agree generally well. The differences are discussed in terms of different coverage ranges accessible for both methods, the nonequilibrium character of the TDS method and to the threshold analysis which yields only data for the most loosely bound molecules desorbing first in each desorption track.