diff --git a/pretrained_model/download_model.py b/pretrained_model/download_model.py
index 7f94f218a094ee658734d1736842a6c8e028718d..b2bde566b210286452813c3ca4b2e424fb8af6b9 100644
--- a/pretrained_model/download_model.py
+++ b/pretrained_model/download_model.py
@@ -46,7 +46,7 @@ model_urls = {
     "unet_bn_coco": "https://paddleseg.bj.bcebos.com/models/unet_coco_v3.tgz",
 
     # Cityscapes pretrained
-    "deeplabv3plus_mobilenetv2-1-0_bn_cityscapes":
+    "deeplabv3p_mobilenetv2-1-0_bn_cityscapes":
     "https://paddleseg.bj.bcebos.com/models/mobilenet_cityscapes.tgz",
     "deeplabv3p_xception65_gn_cityscapes":
     "https://paddleseg.bj.bcebos.com/models/deeplabv3p_xception65_cityscapes.tgz",
diff --git a/test/test_utils.py b/test/test_utils.py
index 304003d8d52415c6a4053aa077797e4555530708..ed1f8ed89f9ad5204a3534c1c7e2531ce839add0 100644
--- a/test/test_utils.py
+++ b/test/test_utils.py
@@ -84,7 +84,7 @@ def _uncompress_file(filepath, extrapath, delete_file, print_progress):
     else:
         handler = functools.partial(_uncompress_file_tar, mode="r")
 
-    for total_num, index in handler(filepath, extrapath):
+    for total_num, index, rootpath in handler(filepath, extrapath):
         if print_progress:
             done = int(50 * float(index) / total_num)
             progress(
@@ -95,27 +95,31 @@ def _uncompress_file(filepath, extrapath, delete_file, print_progress):
     if delete_file:
         os.remove(filepath)
 
+    return rootpath
+
 
 def _uncompress_file_zip(filepath, extrapath):
     files = zipfile.ZipFile(filepath, 'r')
     filelist = files.namelist()
+    rootpath = filelist[0]
     total_num = len(filelist)
     for index, file in enumerate(filelist):
         files.extract(file, extrapath)
-        yield total_num, index
+        yield total_num, index, rootpath
     files.close()
-    yield total_num, index
+    yield total_num, index, rootpath
 
 
 def _uncompress_file_tar(filepath, extrapath, mode="r:gz"):
     files = tarfile.open(filepath, mode)
     filelist = files.getnames()
     total_num = len(filelist)
+    rootpath = filelist[0]
     for index, file in enumerate(filelist):
         files.extract(file, extrapath)
-        yield total_num, index
+        yield total_num, index, rootpath
     files.close()
-    yield total_num, index
+    yield total_num, index, rootpath
 
 
 def download_file_and_uncompress(url,
@@ -150,7 +154,9 @@ def download_file_and_uncompress(url,
         if not os.path.exists(savename):
             if not os.path.exists(savepath):
                 _download_file(url, savepath, print_progress)
-            _uncompress_file(savepath, extrapath, delete_file, print_progress)
+            savename = _uncompress_file(savepath, extrapath, delete_file,
+                                        print_progress)
+            savename = os.path.join(extrapath, savename)
         shutil.move(savename, extraname)