diff --git a/agentplatform/_genai/_evals_visualization.py b/agentplatform/_genai/_evals_visualization.py
index 80f6536e2d..e313a8b66a 100644
--- a/agentplatform/_genai/_evals_visualization.py
+++ b/agentplatform/_genai/_evals_visualization.py
@@ -23,7 +23,7 @@
 from typing import Any, Optional
 
 import pandas as pd
-from pydantic import errors
+import pydantic_core
 
 from . import _evals_common
 from . import types
@@ -1469,7 +1469,7 @@ def display_evaluation_result(
         result_dump = eval_result_obj.model_dump(
             mode="json", exclude_none=True, exclude={"evaluation_dataset"}
         )
-    except errors.PydanticSerializationError as e:
+    except pydantic_core.PydanticSerializationError as e:
         logger.error(
             "Serialization Error: %s\nCould not display the evaluation "
             "result due to a data serialization issue. Please check the "
diff --git a/tests/unit/agentplatform/genai/test_evals.py b/tests/unit/agentplatform/genai/test_evals.py
index 492d9cb429..d8acce2b12 100644
--- a/tests/unit/agentplatform/genai/test_evals.py
+++ b/tests/unit/agentplatform/genai/test_evals.py
@@ -45,11 +45,15 @@
     types as agentplatform_genai_types,
 )
 from agentplatform._genai.types import common as common_types
+from vertexai._genai import (
+    _evals_visualization as vertexai_evals_visualization,
+)
 from google.genai import client
 from google.genai import errors as genai_errors
 from google.genai import types as genai_types
 import pandas as pd
 import pydantic
+import pydantic_core
 import pytest
 
 _TEST_PROJECT = "test-project"
@@ -824,10 +828,6 @@ def test_get_comparison_html(self):
         assert "DOMPurify" in html
 
     def test_get_comparison_html_shows_na_for_missing_summary_scores(self):
-        from vertexai._genai import (
-            _evals_visualization as vertexai_evals_visualization,
-        )
-
         for viz in (_evals_visualization, vertexai_evals_visualization):
             html = viz.get_comparison_html("{}")
             assert "m.mean_score != null ? m.mean_score.toFixed(4) : 'N/A'" in html
@@ -2448,6 +2448,31 @@ def test_display_evaluation_result_with_non_ascii_character(self, mock_is_ipytho
         del sys.modules["IPython"]
         del sys.modules["IPython.display"]
 
+    @pytest.mark.parametrize(
+        "visualization_module",
+        [_evals_visualization, vertexai_evals_visualization],
+        ids=["agent_platform", "vertexai"],
+    )
+    @mock.patch.dict(sys.modules, {"IPython": mock.MagicMock()})
+    def test_display_evaluation_result_logs_serialization_error(
+        self, visualization_module
+    ):
+        eval_result = mock.Mock()
+        eval_result.model_dump.side_effect = pydantic_core.PydanticSerializationError(
+            "bad value"
+        )
+
+        with (
+            mock.patch.object(
+                visualization_module, "_is_ipython_env", return_value=True
+            ),
+            mock.patch.object(visualization_module, "logger") as mock_logger,
+        ):
+            visualization_module.display_evaluation_result(eval_result)
+
+        mock_logger.error.assert_called_once()
+        assert "Serialization Error" in mock_logger.error.call_args[0][0]
+
 
 class TestEvalsRunInference:
     """Unit tests for the Evals run_inference method."""
diff --git a/vertexai/_genai/_evals_visualization.py b/vertexai/_genai/_evals_visualization.py
index bedc57bb6c..07252afb87 100644
--- a/vertexai/_genai/_evals_visualization.py
+++ b/vertexai/_genai/_evals_visualization.py
@@ -23,7 +23,7 @@
 from typing import Any, Optional
 
 import pandas as pd
-from pydantic import errors
+import pydantic_core
 
 from . import types
 
@@ -1425,7 +1425,7 @@ def display_evaluation_result(
         result_dump = eval_result_obj.model_dump(
             mode="json", exclude_none=True, exclude={"evaluation_dataset"}
         )
-    except errors.PydanticSerializationError as e:
+    except pydantic_core.PydanticSerializationError as e:
         logger.error(
             "Serialization Error: %s\nCould not display the evaluation "
             "result due to a data serialization issue. Please check the "