diff --git a/library/pyproject.toml b/library/pyproject.toml
index c05a1d9b95..684509856f 100644
--- a/library/pyproject.toml
+++ b/library/pyproject.toml
@@ -104,7 +104,7 @@ ci_benchmark = [
     "pandas<2.4",       # To avoid conflict with nncf==2.9.0
     "matplotlib==3.10.1",
     "openpyxl==3.1.5",
-    "mlflow==2.21.3",
+    "mlflow==3.5.0",
     "py-cpuinfo==9.0.0",
 ]