diff --git a/tests/pipelines/test_mplug_tasks.py b/tests/pipelines/test_mplug_tasks.py
index 11c9798f..21439ce2 100644
--- a/tests/pipelines/test_mplug_tasks.py
+++ b/tests/pipelines/test_mplug_tasks.py
@@ -13,10 +13,6 @@ from modelscope.utils.test_utils import test_level
 
 class MplugTasksTest(unittest.TestCase, DemoCompatibilityCheck):
 
-    def setUp(self) -> None:
-        self.task = 'visual-question-answering'
-        self.model_id = 'damo/mplug_visual-question-answering_coco_large_en'
-
     @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
     def test_run_with_image_captioning_with_model(self):
         model = Model.from_pretrained(
@@ -80,6 +76,25 @@ class MplugTasksTest(unittest.TestCase, DemoCompatibilityCheck):
         result = pipeline_retrieval(input)
         print(result)
 
+    @unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
+    def test_run_with_image_captioning_zh_base_with_name(self):
+        pipeline_caption = pipeline(
+            Tasks.image_captioning,
+            model='damo/mplug_image-captioning_coco_base_zh')
+        image = Image.open('data/test/images/image_mplug_vqa.jpg')
+        result = pipeline_caption(image)
+        print(result[OutputKeys.CAPTION])
+
+    @unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
+    def test_run_with_visual_question_answering_zh_base_with_name(self):
+        model = 'damo/mplug_visual-question-answering_coco_base_zh'
+        pipeline_vqa = pipeline(Tasks.visual_question_answering, model=model)
+        image = Image.open('data/test/images/image_mplug_vqa.jpg')
+        text = '这个女人在做什么？'
+        input = {'image': image, 'text': text}
+        result = pipeline_vqa(input)
+        print(result)
+
     @unittest.skip('demo compatibility test is only enabled on a needed-basis')
     def test_demo_compatibility(self):
         self.compatibility_check()
diff --git a/tests/pipelines/test_text_generation.py b/tests/pipelines/test_text_generation.py
index f624f021..ffb30090 100644
--- a/tests/pipelines/test_text_generation.py
+++ b/tests/pipelines/test_text_generation.py
@@ -165,14 +165,16 @@ class TextGenerationTest(unittest.TestCase, DemoCompatibilityCheck):
         pipeline_ins = pipeline(task=Tasks.text_generation)
         print(pipeline_ins(self.palm_input_zh))
 
-    @unittest.skip('demo compatibility test is only enabled on a needed-basis')
-    def test_demo_compatibility(self):
-        self.compatibility_check()
+    @unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
+    def test_bloom(self):
+        pipe = pipeline(
+            task=Tasks.text_generation, model='langboat/bloom-1b4-zh')
+        print(pipe('中国的首都是'))
 
     @unittest.skip("Langboat's checkpoint has not been uploaded to modelhub")
     def test_gpt_neo(self):
         pipe = pipeline(
-            task=Tasks.text_generation, model='Langboat/mengzi-gpt-neo-base')
+            task=Tasks.text_generation, model='langboat/mengzi-gpt-neo-base')
         print(
             pipe(
                 '我是',
@@ -182,11 +184,9 @@ class TextGenerationTest(unittest.TestCase, DemoCompatibilityCheck):
                 max_length=20,
                 repetition_penalty=0.5))
 
-    @unittest.skip("Langboat's checkpoint has not been uploaded to modelhub")
-    def test_bloom(self):
-        pipe = pipeline(
-            task=Tasks.text_generation, model='Langboat/bloom-1b4-zh')
-        print(pipe('中国的首都是'))
+    @unittest.skip('demo compatibility test is only enabled on a needed-basis')
+    def test_demo_compatibility(self):
+        self.compatibility_check()
 
 
 if __name__ == '__main__':