diff --git a/README.md b/README.md
index 21545e9..5867f3a 100644
--- a/README.md
+++ b/README.md
@@ -31,9 +31,11 @@ vectors to be applied with the same matrix $A$.
 
 <figure>
 <img src="https://github.com/fcdimitr/CompressedSparseBlocks.jl/blob/main/benchmarks/benchmark-results.png" alt="Benchmarks" style="width:100%">
-<figcaption align = "center"><i>Fig.1 - Comparison in wall-clock execution time between CSB and MKLSparse. The parallel execution times are with 4 threads on an Intel Core i5-4288U @2.6GHz CPU. The average degree is the average number of nonzeros per row/column.</i></figcaption>
+<figcaption align = "center"><i>Fig.1 - Comparison in wall-clock execution time between CSB (direct and transpose) and MKLSparse (CSC transpose only). 
+The parallel execution times are with 4 threads on an Intel Core i5-4288U @2.6GHz CPU. The average degree is the average number of nonzeros per row/column.</i></figcaption>
 </figure>
 
+
 ## Installation
 
 The package can be added using the Julia package manager. From the