diff --git a/lib/pyproject.toml b/lib/pyproject.toml
index 5446d57cab5..933d146db5a 100644
--- a/lib/pyproject.toml
+++ b/lib/pyproject.toml
@@ -100,7 +100,7 @@ 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",
 ]