diff --git a/tests/pipelines/test_animal_recognition.py b/tests/pipelines/test_animal_recognition.py
index 8b856396..3a31afed 100644
--- a/tests/pipelines/test_animal_recognition.py
+++ b/tests/pipelines/test_animal_recognition.py
@@ -7,7 +7,7 @@ from modelscope.utils.test_utils import test_level
 
 class AnimalRecognitionTest(unittest.TestCase):
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run(self):
         animal_recognition = pipeline(
             Tasks.animal_recognition,
diff --git a/tests/pipelines/test_automatic_speech_recognition.py b/tests/pipelines/test_automatic_speech_recognition.py
index 1843d5dd..88ebcdbd 100644
--- a/tests/pipelines/test_automatic_speech_recognition.py
+++ b/tests/pipelines/test_automatic_speech_recognition.py
@@ -1,13 +1,10 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 import os
 import shutil
-import sys
-import tarfile
 import unittest
 from typing import Any, Dict, Union
 
 import numpy as np
-import requests
 import soundfile
 
 from modelscope.outputs import OutputKeys
diff --git a/tests/pipelines/test_base.py b/tests/pipelines/test_base.py
index 9b3ed385..b60813c8 100644
--- a/tests/pipelines/test_base.py
+++ b/tests/pipelines/test_base.py
@@ -1,7 +1,7 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 
 import unittest
-from typing import Any, Dict, List, Tuple, Union
+from typing import Any, Dict, Union
 
 import numpy as np
 from PIL import Image
@@ -9,9 +9,7 @@ from PIL import Image
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import Pipeline, pipeline
 from modelscope.pipelines.builder import PIPELINES, add_default_pipeline_info
-from modelscope.utils.constant import Tasks
 from modelscope.utils.logger import get_logger
-from modelscope.utils.registry import default_group
 
 logger = get_logger()
 
diff --git a/tests/pipelines/test_body_2d_keypoints.py b/tests/pipelines/test_body_2d_keypoints.py
index 3ff00926..e22925a6 100644
--- a/tests/pipelines/test_body_2d_keypoints.py
+++ b/tests/pipelines/test_body_2d_keypoints.py
@@ -1,12 +1,8 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os
-import os.path as osp
-import pdb
 import unittest
 
 import cv2
 import numpy as np
-import torch
 
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
diff --git a/tests/pipelines/test_builder.py b/tests/pipelines/test_builder.py
index baef5a6f..6caa2cb1 100644
--- a/tests/pipelines/test_builder.py
+++ b/tests/pipelines/test_builder.py
@@ -2,20 +2,15 @@
 
 import os
 import unittest
-from asyncio import Task
-from typing import Any, Dict, List, Tuple, Union
-
-import numpy as np
-import PIL
+from typing import Any, Dict, List, Union
 
 from modelscope.fileio import io
 from modelscope.models.base import Model
 from modelscope.pipelines import Pipeline, pipeline
-from modelscope.pipelines.builder import PIPELINES, add_default_pipeline_info
+from modelscope.pipelines.builder import PIPELINES
 from modelscope.utils.constant import (ConfigFields, Frameworks, ModelFile,
                                        Tasks)
 from modelscope.utils.logger import get_logger
-from modelscope.utils.registry import default_group
 
 logger = get_logger()
 
diff --git a/tests/pipelines/test_cmdssl_video_embedding.py b/tests/pipelines/test_cmdssl_video_embedding.py
index dd06305a..694ebf40 100644
--- a/tests/pipelines/test_cmdssl_video_embedding.py
+++ b/tests/pipelines/test_cmdssl_video_embedding.py
@@ -1,16 +1,9 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 # !/usr/bin/env python
-import os.path as osp
-import shutil
-import tempfile
 import unittest
 
-import cv2
-
-from modelscope.fileio import File
-from modelscope.msdatasets import MsDataset
 from modelscope.pipelines import pipeline
-from modelscope.utils.constant import ModelFile, Tasks
+from modelscope.utils.constant import Tasks
 from modelscope.utils.test_utils import test_level
 
 
diff --git a/tests/pipelines/test_csanmt_translation.py b/tests/pipelines/test_csanmt_translation.py
index c43011fc..699270d6 100644
--- a/tests/pipelines/test_csanmt_translation.py
+++ b/tests/pipelines/test_csanmt_translation.py
@@ -1,10 +1,7 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import shutil
 import unittest
 
-from modelscope.hub.snapshot_download import snapshot_download
 from modelscope.pipelines import pipeline
-from modelscope.pipelines.nlp import TranslationPipeline
 from modelscope.utils.constant import Tasks
 from modelscope.utils.test_utils import test_level
 
diff --git a/tests/pipelines/test_face_detection.py b/tests/pipelines/test_face_detection.py
index 23fda2c5..d4872e0a 100644
--- a/tests/pipelines/test_face_detection.py
+++ b/tests/pipelines/test_face_detection.py
@@ -1,16 +1,14 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 import os.path as osp
-import tempfile
 import unittest
 
 import cv2
 import numpy as np
 
-from modelscope.fileio import File
 from modelscope.msdatasets import MsDataset
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
-from modelscope.utils.constant import ModelFile, Tasks
+from modelscope.utils.constant import Tasks
 from modelscope.utils.test_utils import test_level
 
 
diff --git a/tests/pipelines/test_face_image_generation.py b/tests/pipelines/test_face_image_generation.py
index 92ab7a87..fc2c58cc 100644
--- a/tests/pipelines/test_face_image_generation.py
+++ b/tests/pipelines/test_face_image_generation.py
@@ -23,7 +23,7 @@ class FaceGenerationTest(unittest.TestCase):
             cv2.imwrite('result.png', result[OutputKeys.OUTPUT_IMG])
             print(f'Output written to {osp.abspath("result.png")}')
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_modelhub(self):
         seed = 10
         face_generation = pipeline(
diff --git a/tests/pipelines/test_face_recognition.py b/tests/pipelines/test_face_recognition.py
index ea987a72..20e05f65 100644
--- a/tests/pipelines/test_face_recognition.py
+++ b/tests/pipelines/test_face_recognition.py
@@ -1,16 +1,11 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os.path as osp
-import tempfile
 import unittest
 
-import cv2
 import numpy as np
 
-from modelscope.fileio import File
-from modelscope.msdatasets import MsDataset
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
-from modelscope.utils.constant import ModelFile, Tasks
+from modelscope.utils.constant import Tasks
 from modelscope.utils.test_utils import test_level
 
 
@@ -19,7 +14,7 @@ class FaceRecognitionTest(unittest.TestCase):
     def setUp(self) -> None:
         self.model_id = 'damo/cv_ir101_facerecognition_cfglint'
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_face_compare(self):
         img1 = 'data/test/images/face_recognition_1.png'
         img2 = 'data/test/images/face_recognition_2.png'
diff --git a/tests/pipelines/test_general_image_classification.py b/tests/pipelines/test_general_image_classification.py
index 58775df1..8a814f4a 100644
--- a/tests/pipelines/test_general_image_classification.py
+++ b/tests/pipelines/test_general_image_classification.py
@@ -7,7 +7,7 @@ from modelscope.utils.test_utils import test_level
 
 class GeneralImageClassificationTest(unittest.TestCase):
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_ImageNet(self):
         general_image_classification = pipeline(
             Tasks.image_classification,
@@ -15,7 +15,7 @@ class GeneralImageClassificationTest(unittest.TestCase):
         result = general_image_classification('data/test/images/bird.JPEG')
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_Dailylife(self):
         general_image_classification = pipeline(
             Tasks.image_classification,
@@ -23,7 +23,7 @@ class GeneralImageClassificationTest(unittest.TestCase):
         result = general_image_classification('data/test/images/bird.JPEG')
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
     def test_run_Dailylife_default(self):
         general_image_classification = pipeline(Tasks.image_classification)
         result = general_image_classification('data/test/images/bird.JPEG')
diff --git a/tests/pipelines/test_general_recognition.py b/tests/pipelines/test_general_recognition.py
index 0e1117d9..0b32e1f5 100644
--- a/tests/pipelines/test_general_recognition.py
+++ b/tests/pipelines/test_general_recognition.py
@@ -7,7 +7,7 @@ from modelscope.utils.test_utils import test_level
 
 class GeneralRecognitionTest(unittest.TestCase):
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run(self):
         general_recognition = pipeline(
             Tasks.general_recognition,
diff --git a/tests/pipelines/test_generative_multi_modal_embedding.py b/tests/pipelines/test_generative_multi_modal_embedding.py
index ccca8f4e..d8593abb 100644
--- a/tests/pipelines/test_generative_multi_modal_embedding.py
+++ b/tests/pipelines/test_generative_multi_modal_embedding.py
@@ -2,8 +2,6 @@
 
 import unittest
 
-import numpy as np
-
 from modelscope.models import Model
 from modelscope.pipelines import pipeline
 from modelscope.utils.constant import Tasks
@@ -19,7 +17,7 @@ class GEMMMultiModalEmbeddingTest(unittest.TestCase):
         'captioning': False
     }
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run(self):
         generative_multi_modal_embedding_pipeline = pipeline(
             Tasks.generative_multi_modal_embedding, model=self.model_id)
diff --git a/tests/pipelines/test_image2image_generation.py b/tests/pipelines/test_image2image_generation.py
index dceb61c6..81aae81e 100644
--- a/tests/pipelines/test_image2image_generation.py
+++ b/tests/pipelines/test_image2image_generation.py
@@ -1,14 +1,10 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os.path as osp
-import shutil
 import unittest
 
 from torchvision.utils import save_image
 
-from modelscope.fileio import File
-from modelscope.msdatasets import MsDataset
 from modelscope.pipelines import pipeline
-from modelscope.utils.constant import ModelFile, Tasks
+from modelscope.utils.constant import Tasks
 from modelscope.utils.test_utils import test_level
 
 
diff --git a/tests/pipelines/test_image2image_translation.py b/tests/pipelines/test_image2image_translation.py
index 8380af75..fd2f8063 100644
--- a/tests/pipelines/test_image2image_translation.py
+++ b/tests/pipelines/test_image2image_translation.py
@@ -1,12 +1,8 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os.path as osp
-import shutil
 import unittest
 
-from modelscope.fileio import File
-from modelscope.msdatasets import MsDataset
 from modelscope.pipelines import pipeline
-from modelscope.utils.constant import ModelFile, Tasks
+from modelscope.utils.constant import Tasks
 from modelscope.utils.test_utils import test_level
 
 
diff --git a/tests/pipelines/test_image_color_enhance.py b/tests/pipelines/test_image_color_enhance.py
index 62ffbcb9..c8ea5f9c 100644
--- a/tests/pipelines/test_image_color_enhance.py
+++ b/tests/pipelines/test_image_color_enhance.py
@@ -1,5 +1,4 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os
 import os.path as osp
 import unittest
 
diff --git a/tests/pipelines/test_image_colorization.py b/tests/pipelines/test_image_colorization.py
index 14090363..1a02cffb 100644
--- a/tests/pipelines/test_image_colorization.py
+++ b/tests/pipelines/test_image_colorization.py
@@ -1,11 +1,9 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os
 import os.path as osp
 import unittest
 
 import cv2
 
-from modelscope.msdatasets import MsDataset
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
 from modelscope.pipelines.base import Pipeline
@@ -25,7 +23,7 @@ class ImageColorizationTest(unittest.TestCase):
             cv2.imwrite('result.png', result[OutputKeys.OUTPUT_IMG])
             print(f'Output written to {osp.abspath("result.png")}')
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_modelhub(self):
         image_colorization = pipeline(
             Tasks.image_colorization, model=self.model_id)
diff --git a/tests/pipelines/test_image_instance_segmentation.py b/tests/pipelines/test_image_instance_segmentation.py
index 22e86631..cd08d669 100644
--- a/tests/pipelines/test_image_instance_segmentation.py
+++ b/tests/pipelines/test_image_instance_segmentation.py
@@ -4,8 +4,8 @@ import unittest
 
 from modelscope.hub.snapshot_download import snapshot_download
 from modelscope.models import Model
-from modelscope.models.cv.image_instance_segmentation import (
-    CascadeMaskRCNNSwinModel, get_img_ins_seg_result)
+from modelscope.models.cv.image_instance_segmentation import \
+    CascadeMaskRCNNSwinModel
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
 from modelscope.pipelines.cv import ImageInstanceSegmentationPipeline
diff --git a/tests/pipelines/test_image_portrait_enhancement.py b/tests/pipelines/test_image_portrait_enhancement.py
index 64b84db6..834fcfdb 100644
--- a/tests/pipelines/test_image_portrait_enhancement.py
+++ b/tests/pipelines/test_image_portrait_enhancement.py
@@ -5,7 +5,6 @@ import unittest
 
 import cv2
 
-from modelscope.msdatasets import MsDataset
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
 from modelscope.pipelines.base import Pipeline
@@ -27,7 +26,7 @@ class ImagePortraitEnhancementTest(unittest.TestCase):
         else:
             raise Exception('Testing failed: invalid output')
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_modelhub(self):
         face_enhancement = pipeline(
             Tasks.image_portrait_enhancement, model=self.model_id)
diff --git a/tests/pipelines/test_image_style_transfer.py b/tests/pipelines/test_image_style_transfer.py
index d16895ff..964e47ac 100644
--- a/tests/pipelines/test_image_style_transfer.py
+++ b/tests/pipelines/test_image_style_transfer.py
@@ -1,16 +1,12 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os.path as osp
-import tempfile
 import unittest
 
 import cv2
 
-from modelscope.fileio import File
 from modelscope.hub.snapshot_download import snapshot_download
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
-from modelscope.pipelines.base import Pipeline
-from modelscope.utils.constant import ModelFile, Tasks
+from modelscope.utils.constant import Tasks
 from modelscope.utils.test_utils import test_level
 
 
@@ -31,7 +27,7 @@ class ImageStyleTransferTest(unittest.TestCase):
             style='data/test/images/style_transfer_style.jpg')
         cv2.imwrite('result_styletransfer1.png', result[OutputKeys.OUTPUT_IMG])
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_modelhub(self):
         image_style_transfer = pipeline(
             Tasks.image_style_transfer, model=self.model_id)
diff --git a/tests/pipelines/test_image_super_resolution.py b/tests/pipelines/test_image_super_resolution.py
index c2b930f0..8cf9e46f 100644
--- a/tests/pipelines/test_image_super_resolution.py
+++ b/tests/pipelines/test_image_super_resolution.py
@@ -1,11 +1,9 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os
 import os.path as osp
 import unittest
 
 import cv2
 
-from modelscope.msdatasets import MsDataset
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
 from modelscope.pipelines.base import Pipeline
@@ -25,7 +23,7 @@ class ImageSuperResolutionTest(unittest.TestCase):
             cv2.imwrite('result.png', result[OutputKeys.OUTPUT_IMG])
             print(f'Output written to {osp.abspath("result.png")}')
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_modelhub(self):
         super_resolution = pipeline(
             Tasks.image_super_resolution, model=self.model_id)
diff --git a/tests/pipelines/test_key_word_spotting.py b/tests/pipelines/test_key_word_spotting.py
index 5b7d20d0..17640934 100644
--- a/tests/pipelines/test_key_word_spotting.py
+++ b/tests/pipelines/test_key_word_spotting.py
@@ -1,12 +1,10 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 import os
 import shutil
-import tarfile
 import unittest
 from typing import Any, Dict, List, Union
 
 import numpy as np
-import requests
 import soundfile
 
 from modelscope.outputs import OutputKeys
diff --git a/tests/pipelines/test_named_entity_recognition.py b/tests/pipelines/test_named_entity_recognition.py
index 21a62d80..5ba93f49 100644
--- a/tests/pipelines/test_named_entity_recognition.py
+++ b/tests/pipelines/test_named_entity_recognition.py
@@ -32,7 +32,7 @@ class NamedEntityRecognitionTest(unittest.TestCase):
         print()
         print(f'pipeline2: {pipeline2(input=self.sentence)}')
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_model_from_modelhub(self):
         model = Model.from_pretrained(self.model_id)
         tokenizer = NERPreprocessor(model.model_dir)
diff --git a/tests/pipelines/test_nli.py b/tests/pipelines/test_nli.py
index f477fb37..1e259a2e 100644
--- a/tests/pipelines/test_nli.py
+++ b/tests/pipelines/test_nli.py
@@ -44,7 +44,7 @@ class NLITest(unittest.TestCase):
         pipeline_ins = pipeline(task=Tasks.nli, model=self.model_id)
         print(pipeline_ins(input=(self.sentence1, self.sentence2)))
 
-    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
     def test_run_with_default_model(self):
         pipeline_ins = pipeline(task=Tasks.nli)
         print(pipeline_ins(input=(self.sentence1, self.sentence2)))
diff --git a/tests/pipelines/test_object_detection.py b/tests/pipelines/test_object_detection.py
index f3819ab7..de16aaa1 100644
--- a/tests/pipelines/test_object_detection.py
+++ b/tests/pipelines/test_object_detection.py
@@ -3,7 +3,6 @@ import unittest
 
 from modelscope.pipelines import pipeline
 from modelscope.utils.constant import Tasks
-from modelscope.utils.logger import get_logger
 from modelscope.utils.test_utils import test_level
 
 
@@ -30,7 +29,7 @@ class ObjectDetectionTest(unittest.TestCase):
         else:
             raise ValueError('process error')
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_human_detection(self):
         input_location = 'data/test/images/image_detection.jpg'
         model_id = 'damo/cv_resnet18_human-detection'
diff --git a/tests/pipelines/test_ocr_detection.py b/tests/pipelines/test_ocr_detection.py
index d1ecd4e4..a4201512 100644
--- a/tests/pipelines/test_ocr_detection.py
+++ b/tests/pipelines/test_ocr_detection.py
@@ -1,14 +1,5 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os.path as osp
-import shutil
-import sys
-import tempfile
 import unittest
-from typing import Any, Dict, List, Tuple, Union
-
-import cv2
-import numpy as np
-import PIL
 
 from modelscope.pipelines import pipeline
 from modelscope.pipelines.base import Pipeline
@@ -27,7 +18,7 @@ class OCRDetectionTest(unittest.TestCase):
         print('ocr detection results: ')
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_model_from_modelhub(self):
         ocr_detection = pipeline(Tasks.ocr_detection, model=self.model_id)
         self.pipeline_inference(ocr_detection, self.test_image)
diff --git a/tests/pipelines/test_ofa_tasks.py b/tests/pipelines/test_ofa_tasks.py
index 2b890e8b..ab10f573 100644
--- a/tests/pipelines/test_ofa_tasks.py
+++ b/tests/pipelines/test_ofa_tasks.py
@@ -39,7 +39,7 @@ class OfaTasksTest(unittest.TestCase):
         result = img_captioning({'image': image})
         print(result[OutputKeys.CAPTION])
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_image_captioning_with_name(self):
         img_captioning = pipeline(
             Tasks.image_captioning,
@@ -58,7 +58,7 @@ class OfaTasksTest(unittest.TestCase):
         result = ofa_pipe(input)
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_image_classification_with_name(self):
         ofa_pipe = pipeline(
             Tasks.image_classification,
@@ -81,7 +81,7 @@ class OfaTasksTest(unittest.TestCase):
         result = ofa_pipe(input)
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_summarization_with_name(self):
         ofa_pipe = pipeline(
             Tasks.summarization,
@@ -105,7 +105,7 @@ class OfaTasksTest(unittest.TestCase):
         result = ofa_pipe(input)
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_text_classification_with_name(self):
         ofa_pipe = pipeline(
             Tasks.text_classification,
@@ -127,7 +127,7 @@ class OfaTasksTest(unittest.TestCase):
         result = ofa_pipe(input)
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_visual_entailment_with_name(self):
         ofa_pipe = pipeline(
             Tasks.visual_entailment,
@@ -166,7 +166,7 @@ class OfaTasksTest(unittest.TestCase):
         self.save_img(image, result[OutputKeys.BOXES],
                       osp.join('large_en_name_' + image_name + '.png'))
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_visual_grounding_zh_with_name(self):
         model = 'damo/ofa_visual-grounding_refcoco_large_zh'
         ofa_pipe = pipeline(Tasks.visual_grounding, model=model)
@@ -190,7 +190,7 @@ class OfaTasksTest(unittest.TestCase):
         result = ofa_pipe(input)
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_visual_question_answering_with_name(self):
         model = 'damo/ofa_visual-question-answering_pretrain_large_en'
         ofa_pipe = pipeline(Tasks.visual_question_answering, model=model)
@@ -213,7 +213,7 @@ class OfaTasksTest(unittest.TestCase):
         result = img_captioning(image)
         print(result[OutputKeys.CAPTION])
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_visual_entailment_distilled_model_with_name(self):
         ofa_pipe = pipeline(
             Tasks.visual_entailment,
@@ -235,7 +235,7 @@ class OfaTasksTest(unittest.TestCase):
         result = ofa_pipe(input)
         print(result)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_text_to_image_synthesis_with_name(self):
         model = 'damo/ofa_text-to-image-synthesis_coco_large_en'
         ofa_pipe = pipeline(Tasks.text_to_image_synthesis, model=model)
diff --git a/tests/pipelines/test_person_image_cartoon.py b/tests/pipelines/test_person_image_cartoon.py
index 660ba1df..8b5384ee 100644
--- a/tests/pipelines/test_person_image_cartoon.py
+++ b/tests/pipelines/test_person_image_cartoon.py
@@ -37,7 +37,7 @@ class ImageCartoonTest(unittest.TestCase):
             Tasks.image_portrait_stylization, model=model_dir)
         self.pipeline_inference(img_cartoon, self.test_image)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_modelhub(self):
         img_cartoon = pipeline(
             Tasks.image_portrait_stylization, model=self.model_id)
diff --git a/tests/pipelines/test_sentence_similarity.py b/tests/pipelines/test_sentence_similarity.py
index 7a30d779..d39f6783 100644
--- a/tests/pipelines/test_sentence_similarity.py
+++ b/tests/pipelines/test_sentence_similarity.py
@@ -1,5 +1,4 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import shutil
 import unittest
 
 from modelscope.hub.snapshot_download import snapshot_download
diff --git a/tests/pipelines/test_skin_retouching.py b/tests/pipelines/test_skin_retouching.py
index 54cdaa73..a10af416 100644
--- a/tests/pipelines/test_skin_retouching.py
+++ b/tests/pipelines/test_skin_retouching.py
@@ -1,5 +1,4 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import os
 import os.path as osp
 import unittest
 
@@ -31,7 +30,7 @@ class SkinRetouchingTest(unittest.TestCase):
         skin_retouching = pipeline(Tasks.skin_retouching, model=model_dir)
         self.pipeline_inference(skin_retouching, self.test_image)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_modelhub(self):
         skin_retouching = pipeline(Tasks.skin_retouching, model=self.model_id)
         self.pipeline_inference(skin_retouching, self.test_image)
diff --git a/tests/pipelines/test_task_oriented_conversation.py b/tests/pipelines/test_task_oriented_conversation.py
index a2232180..18b93e95 100644
--- a/tests/pipelines/test_task_oriented_conversation.py
+++ b/tests/pipelines/test_task_oriented_conversation.py
@@ -125,7 +125,7 @@ class TaskOrientedConversationTest(unittest.TestCase):
         ]
         self.generate_and_print_dialog_response(pipelines)
 
-    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
     def test_run_with_model_from_modelhub(self):
         model = Model.from_pretrained(self.model_id)
         preprocessor = DialogModelingPreprocessor(model_dir=model.model_dir)
diff --git a/tests/pipelines/test_text_classification.py b/tests/pipelines/test_text_classification.py
index 332099e3..542568d1 100644
--- a/tests/pipelines/test_text_classification.py
+++ b/tests/pipelines/test_text_classification.py
@@ -1,5 +1,4 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
-import shutil
 import unittest
 
 from modelscope.models import Model
diff --git a/tests/pipelines/test_text_error_correction.py b/tests/pipelines/test_text_error_correction.py
index 0ccc003c..5a1890ce 100644
--- a/tests/pipelines/test_text_error_correction.py
+++ b/tests/pipelines/test_text_error_correction.py
@@ -39,7 +39,7 @@ class TextErrorCorrectionTest(unittest.TestCase):
             preprocessor=preprocessor)
         print(pipeline_ins(self.input))
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_model_name(self):
         pipeline_ins = pipeline(
             task=Tasks.text_error_correction, model=self.model_id)
diff --git a/tests/pipelines/test_text_to_speech.py b/tests/pipelines/test_text_to_speech.py
index 552098c0..46878c0a 100644
--- a/tests/pipelines/test_text_to_speech.py
+++ b/tests/pipelines/test_text_to_speech.py
@@ -7,11 +7,9 @@ import unittest
 import torch
 from scipy.io.wavfile import write
 
-from modelscope.metainfo import Pipelines
-from modelscope.models import Model
 from modelscope.outputs import OutputKeys
 from modelscope.pipelines import pipeline
-from modelscope.utils.constant import Fields, Tasks
+from modelscope.utils.constant import Tasks
 from modelscope.utils.logger import get_logger
 from modelscope.utils.test_utils import test_level
 
@@ -22,7 +20,7 @@ logger = get_logger()
 
 class TextToSpeechSambertHifigan16kPipelineTest(unittest.TestCase):
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_pipeline(self):
         text = '今天北京天气怎么样？'
         model_id = 'damo/speech_sambert-hifigan_tts_zhcn_16k'
diff --git a/tests/pipelines/test_video_multi_modal_embedding.py b/tests/pipelines/test_video_multi_modal_embedding.py
index 943dbed9..b33ba56c 100644
--- a/tests/pipelines/test_video_multi_modal_embedding.py
+++ b/tests/pipelines/test_video_multi_modal_embedding.py
@@ -2,9 +2,6 @@
 
 import unittest
 
-import numpy as np
-
-from modelscope.models import Model
 from modelscope.pipelines import pipeline
 from modelscope.utils.constant import Tasks
 from modelscope.utils.logger import get_logger
diff --git a/tests/pipelines/test_virtual_try_on.py b/tests/pipelines/test_virtual_try_on.py
index 5c6cef51..1979c9b8 100644
--- a/tests/pipelines/test_virtual_try_on.py
+++ b/tests/pipelines/test_virtual_try_on.py
@@ -1,8 +1,6 @@
-import sys
 import unittest
 
 import cv2
-import numpy as np
 from PIL import Image
 
 from modelscope.outputs import OutputKeys
@@ -18,7 +16,7 @@ class VirtualTryonTest(unittest.TestCase):
     cloth = Image.open('data/test/images/virtual_tryon_cloth.jpg')
     input_imgs = (masked_model, pose, cloth)
 
-    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
     def test_run_with_model_name(self):
         pipeline_virtual_try_on = pipeline(
             task=Tasks.virtual_try_on, model=self.model_id)
diff --git a/tests/pipelines/test_zero_shot_classification.py b/tests/pipelines/test_zero_shot_classification.py
index ee0b5bae..7620a0ed 100644
--- a/tests/pipelines/test_zero_shot_classification.py
+++ b/tests/pipelines/test_zero_shot_classification.py
@@ -39,7 +39,7 @@ class ZeroShotClassificationTest(unittest.TestCase):
             f'pipeline2: {pipeline2(self.sentence,candidate_labels=self.labels,hypothesis_template=self.template)}'
         )
 
-    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
     def test_run_with_model_from_modelhub(self):
         model = Model.from_pretrained(self.model_id)
         tokenizer = ZeroShotClassificationPreprocessor(model.model_dir)