diff --git a/python/tvm/relax/frontend/onnx/onnx_frontend.py b/python/tvm/relax/frontend/onnx/onnx_frontend.py
index 784be639dd72..61ab45d308c8 100644
--- a/python/tvm/relax/frontend/onnx/onnx_frontend.py
+++ b/python/tvm/relax/frontend/onnx/onnx_frontend.py
@@ -2435,8 +2435,18 @@ def _impl_v15(cls, bb, inputs, attr, params):
         mean = inputs[3]
         var = inputs[4]
         epsilon = attr.get("epsilon", 1e-05)
+        momentum = attr.get("momentum", 0.9)
+        training_mode = attr.get("training_mode", 0)
         return relax.op.nn.batch_norm(
-            data, gamma=scale, beta=bias, moving_mean=mean, moving_var=var, epsilon=epsilon, axis=1
+            data,
+            gamma=scale,
+            beta=bias,
+            moving_mean=mean,
+            moving_var=var,
+            axis=1,
+            epsilon=epsilon,
+            momentum=momentum,
+            training=training_mode,
         )