Figure 2 shows that the proposed methods of context enrichment significantly improve over the ESA scores for different values of N.  includes the context about the word "car" at surface level rather than at the semantic level.
eSA CeWikiDef only includes the definition if it does not refer to more than one semantic sense, therefore, eSA CeWikiDef outperforms all other types of context enrichment.