diff --git a/python/paddle/dataset/__init__.py b/python/paddle/dataset/__init__.py
index e48e79f04573999b0b559bd94d7685640b7a08b9..3478343793c43cd5ecbbafb93d04518f8ceee2df 100755
--- a/python/paddle/dataset/__init__.py
+++ b/python/paddle/dataset/__init__.py
@@ -21,11 +21,8 @@ import paddle.dataset.imdb
 import paddle.dataset.cifar
 import paddle.dataset.movielens
 import paddle.dataset.conll05
-import paddle.dataset.uci_housing
 import paddle.dataset.wmt14
 import paddle.dataset.wmt16
-import paddle.dataset.flowers
-import paddle.dataset.voc2012
 import paddle.dataset.image
 
 __all__ = [
@@ -35,10 +32,7 @@ __all__ = [
     'cifar',
     'movielens',
     'conll05',
-    'uci_housing',
     'wmt14',
     'wmt16',
-    'flowers',
-    'voc2012',
     'image',
 ]