In-band full-duplex (IBFD) transmission has the potential to nearly double the throughput by improving the spectral efficiency. The main bottleneck is the self-interference (SI) at the transceiver due its own transmission, which can suppress the desired signal. Compact on-frequency repeaters are suitable candidates for initial implementation of IBFD, where, the design and evaluation of SI cancellation techniques require realistic SI channel models. In this article, we characterise measured MIMO SI channels as a two-dimensional site-specific geometrybased stochastic channel model (GSCM), including smooth walls causing specular reflections, diffuse scatterers along the smooth walls, and mobile scatterers like pedestrians and vehicles. The model provides delay, angular and polarimetric characteristics of the MIMO SI channels, and is validated by comparing the measured and simulated channels in delay, Doppler and spatial domains.