diff --git a/benchmark/opperf/utils/op_registry_utils.py b/benchmark/opperf/utils/op_registry_utils.py
index 860b83a4dace..207895d9b1ea 100644
--- a/benchmark/opperf/utils/op_registry_utils.py
+++ b/benchmark/opperf/utils/op_registry_utils.py
@@ -37,6 +37,8 @@ def _select_ops(operator_names, filters=("_contrib", "_"), merge_op_forward_back
     By default, filter out all Contrib operators that starts with '_contrib' and internal operators that
     starts with '_'.
 
+    Note - All deprecated operators are filtered out as well.
+
     Parameters
     ----------
     operator_names: List[str]
@@ -53,6 +55,11 @@ def _select_ops(operator_names, filters=("_contrib", "_"), merge_op_forward_back
     mx_operators = {}
     operators_with_backward = []
 
+    # Filter out deprecated operators
+    filters += ("normal", "uniform", "BatchNorm_v1", "Flatten", "contrib_CTCLoss", "Pad", "Cast",
+                "Pooling_v1", "Concat", "Reshape", "Convolution_v1", "SliceChannel", "Crop",
+                "crop", "onehot_encode")
+
     if merge_op_forward_backward:
         filters += ("_backward",)