The mid-infrared (mid-IR) range offers an obvious and advantageous choice in following the late-time evolution of supernovae (SNe). First, the peaks of their spectral energy distributions (SED) shift toward the IR after the photospheric phase; second, mid-IR observations are practically free of interstellar extinction, which is also an important factor in following distant, continually fading objects. Moreover, special astrophysical processes can be traced with mid-IR observations including dust formation, as well as interaction between the SN ejecta and the circumstellar matter (CSM). Recently, the Spitzer Space Telescope has been the most essential tool to detect mid-IR radiation of SNe and to follow the years-long evolution of these objects. Within the framework of targeted surveys, more than 200 SNe have been followed with Spitzer to date; however, there are even more SNe that have been captured during non SN-targeted surveys. Here we present the results of a comprehensive analysis based on far the largest mid-IR dataset of SNe ever studied (Szalai et al. 2018, submitted to ApJS). From the sample of archive Spitzer/IRAC images of more than 1100 SN sites, 121 SNe of various Types have been found to appear as point sources at the images, including 48 objects with previously unpublished detection in mid-IR. Our results include statistical analysis of the mid-IR evolution of different types of SNe, the highlighting of objects showing peculiar behavior in this wavelength-range, as well as the modelling of SEDs, which gives insight into whether the source of mid-IR radiation is newly-formed or pre-existing dust, and whether the dust is heated collisionally or radiatively.