In the cases of capturing general relatedness and pure visual similarity, the multimodal model of<cite> Lazaridou et al. (2015)</cite> performs better. However, in the case of capturing semantic word similarity, our model performs signficantly better than MMSKIP-GRAM-B (although it should be noted that these results are roughly on par with the benchmark authors (Silberer & Lapata, 2014) and a point below the non-mapping MMSKIP-GRAM-A).