diff --git a/onnxruntime/core/optimizer/conv_bn_fusion.cc b/onnxruntime/core/optimizer/conv_bn_fusion.cc
index 35d383381a..392d03de03 100644
--- a/onnxruntime/core/optimizer/conv_bn_fusion.cc
+++ b/onnxruntime/core/optimizer/conv_bn_fusion.cc
@@ -151,7 +151,7 @@ bool ConvBNFusion::SatisfyCondition(const Graph& graph, const Node& node, const
   }
 
   const auto& next_node = *node.OutputNodesBegin();
-  if (!graph_utils::IsSupportedOptypeVersionAndDomain(next_node, "BatchNormalization", {7, 9, 14}) ||
+  if (!graph_utils::IsSupportedOptypeVersionAndDomain(next_node, "BatchNormalization", {7, 9, 14, 15}) ||
       next_node.GetInputEdgesCount() != 1 ||
       // Make sure the two nodes do not span execution providers.
       next_node.GetExecutionProviderType() != node.GetExecutionProviderType()) {