The aim of this paper is to compare D, h and L-convergences with the variational convergence. Our analysis, which is carried out in R n , is made through the introduction of the space E n c of compact fuzzy sets u on R n , for which the level function α [0, 1] → L x u P K (R n ) is continuous. We prove that in this space all the above notions of convergence are equivalent.