ResearchBenchmarksSparse Matrix-Vector multiplication on as-caidaFollow7,645.86Memory Consumption (MB)CSSC3,385.230432,144.480260,903.7389,662.9798Mar 5, 2026Evaluation ResultsMethodMethodLinksMemory Consumption (MB)Memory Saving Ratio (x)CSSCRows=26475, Cols=26475...Rows=26475, Cols=26475, NNZ=533812026.037,645.863.98DiagRows=26475, Cols=26475...Rows=26475, Cols=26475, NNZ=533812026.0330,425.07—HEGMMRows=26475, Cols=26475...Rows=26475, Cols=26475, NNZ=533812026.03113,725.61—HETALRows=26475, Cols=26475...Rows=26475, Cols=26475, NNZ=533812026.03114,161.6—