Paper comparing cuSPARSE, CUSP, ViennaCL and MKL

http://hgpu.org/?p=13506

cuSPARSE seems to be the champ of the sparse Linear Algebrea Libraries, and handily beats MKL by a large factor.

Also this paper directly compares the different sparse storage formats(COO,CSR, Hybrid) which is particularly interesting.