SOTA Sparse Matrix-Vector Multiplication benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
p2p-Gnutella 31	CSSC	Memory (MB)30,143.85	4	2mo ago
cca	CSSC	Memory (MB)18,636.32	4	2mo ago
ship 001	CSSC	Memory (MB)9,619.61	4	2mo ago
as-caida	CSSC	Memory Consumption (MB)7,645.86	4	2mo ago
msc10848	CSSC	Memory (MB)1,014.04	4	2mo ago
nemeth 24	CSSC	Memory (MB)813.7	4	2mo ago
mycielskian13	CSSC	Memory (MB)390.33	4	2mo ago
M80PI n1	CSSC	Memory (MB)140.42	4	2mo ago
stat96 v5	CSSC	Memory (MB)1,509.12	4	2mo ago
ARC 130	CSSC	Memory Consumption (MB)1.33	4	2mo ago
SuiteSparse as-caida (test)	Compressed Sparse Sorted Column	Execution Time (s)8.77	4	2mo ago
SuiteSparse nemeth24 (test)	Compressed Sparse Sorted Column	Execution Time (s)97.15	4	2mo ago
SuiteSparse mycielskian13 (test)	Compressed Sparse Sorted Column	Execution Time (s)71.76	4	2mo ago
SuiteSparse M80PI_n1 (test)	Compressed Sparse Sorted Column	Time (s)0.82	4	2mo ago
SuiteSparse stat96 v5 (test)	Compressed Sparse Sorted Column	Time (s)17.78	4	2mo ago
SuiteSparse arc130 (test)	Compressed Sparse Sorted Column	Time (s)0.25	4	2mo ago
SuiteSparse msc10848 (test)	Compressed Sparse Sorted Column	Execution Time (s)81.58	3	2mo ago
SuiteSparse p2p-Gnutella31 (test)	Compressed Sparse Sorted Column	Execution Time (s)12.62	2	2mo ago
SuiteSparse cca (test)	Compressed Sparse Sorted Column	Time (s)14.89	2	2mo ago
SuiteSparse ship_001 (test)	Compressed Sparse Sorted Column	Execution Time (s)268.77	2	2mo ago

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