diff --git a/docs/source/examples/md/fl_benchmark.png b/docs/source/examples/md/fl_benchmark.png
index 500034a272dfe6d177439ca4bd6ecaf5698a8afe..49821627187f4966678ef2d0736e22a4b3324a10 100644
Binary files a/docs/source/examples/md/fl_benchmark.png and b/docs/source/examples/md/fl_benchmark.png differ