diff --git a/benchmarks/run.py b/benchmarks/run.py
index 5d434f30..3f9a2a7f 100644
--- a/benchmarks/run.py
+++ b/benchmarks/run.py
@@ -65,6 +65,11 @@
         "examples.attention",
         "attention",
     ),
+    "cross_entropy": (
+        "tritonbench.operators.cross_entropy.operator",
+        "examples.cross_entropy",
+        "cross_entropy",
+    ),
 }