diff --git a/modelscope/pipelines/cv/image_cartoon_pipeline.py b/modelscope/pipelines/cv/image_cartoon_pipeline.py
index eb669354..f34be618 100644
--- a/modelscope/pipelines/cv/image_cartoon_pipeline.py
+++ b/modelscope/pipelines/cv/image_cartoon_pipeline.py
@@ -40,11 +40,9 @@ class ImageCartoonPipeline(Pipeline):
         with device_placement(self.framework, self.device_name):
             self.facer = FaceAna(self.model)
             self.sess_anime_head = self.load_sess(
-                os.path.join(self.model, 'cartoon_anime_h.pb'),
-                'model_anime_head')
+                os.path.join(self.model, 'cartoon_h.pb'), 'model_anime_head')
             self.sess_anime_bg = self.load_sess(
-                os.path.join(self.model, 'cartoon_anime_bg.pb'),
-                'model_anime_bg')
+                os.path.join(self.model, 'cartoon_bg.pb'), 'model_anime_bg')
 
         self.box_width = 288
         global_mask = cv2.imread(os.path.join(self.model, 'alpha.jpg'))
diff --git a/tests/pipelines/test_person_image_cartoon.py b/tests/pipelines/test_person_image_cartoon.py
index 5c81cd28..b8549f4f 100644
--- a/tests/pipelines/test_person_image_cartoon.py
+++ b/tests/pipelines/test_person_image_cartoon.py
@@ -16,6 +16,10 @@ class ImageCartoonTest(unittest.TestCase, DemoCompatibilityCheck):
 
     def setUp(self) -> None:
         self.model_id = 'damo/cv_unet_person-image-cartoon_compound-models'
+        self.model_id_3d = 'damo/cv_unet_person-image-cartoon-3d_compound-models'
+        self.model_id_handdrawn = 'damo/cv_unet_person-image-cartoon-handdrawn_compound-models'
+        self.model_id_sketch = 'damo/cv_unet_person-image-cartoon-sketch_compound-models'
+        self.model_id_artstyle = 'damo/cv_unet_person-image-cartoon-artstyle_compound-models'
         self.task = Tasks.image_portrait_stylization
         self.test_image = 'https://modelscope.oss-cn-beijing.aliyuncs.com/test/images/image_cartoon.png'
 
@@ -31,6 +35,30 @@ class ImageCartoonTest(unittest.TestCase, DemoCompatibilityCheck):
             Tasks.image_portrait_stylization, model=self.model_id)
         self.pipeline_inference(img_cartoon, self.test_image)
 
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    def test_run_modelhub_3d(self):
+        img_cartoon = pipeline(
+            Tasks.image_portrait_stylization, model=self.model_id_3d)
+        self.pipeline_inference(img_cartoon, self.test_image)
+
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    def test_run_modelhub_handdrawn(self):
+        img_cartoon = pipeline(
+            Tasks.image_portrait_stylization, model=self.model_id_handdrawn)
+        self.pipeline_inference(img_cartoon, self.test_image)
+
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    def test_run_modelhub_sketch(self):
+        img_cartoon = pipeline(
+            Tasks.image_portrait_stylization, model=self.model_id_sketch)
+        self.pipeline_inference(img_cartoon, self.test_image)
+
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    def test_run_modelhub_artstyle(self):
+        img_cartoon = pipeline(
+            Tasks.image_portrait_stylization, model=self.model_id_artstyle)
+        self.pipeline_inference(img_cartoon, self.test_image)
+
     @unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
     def test_run_modelhub_default_model(self):
         img_cartoon = pipeline(Tasks.image_portrait_stylization)