diff --git a/tests/test_pipelines/test_transform.py b/tests/test_pipelines/test_transform.py
index ca752599f..21c096c8d 100644
--- a/tests/test_pipelines/test_transform.py
+++ b/tests/test_pipelines/test_transform.py
@@ -64,6 +64,7 @@ def test_resize():
         results['img2'] = copy.deepcopy(original_img)
         results['img_shape'] = original_img.shape
         results['ori_shape'] = original_img.shape
+        results['img_fields'] = ['img', 'img2']
         return results
 
     # test resize when size is int
@@ -101,6 +102,26 @@ def test_resize():
     assert np.equal(results['img'], results['img2']).all()
     assert results['img_shape'] == (img_height * 2, img_width * 2, 3)
 
+    # test resize with different backends
+    transform_cv2 = dict(
+        type='Resize',
+        size=(224, 256),
+        interpolation='bilinear',
+        backend='cv2')
+    transform_pil = dict(
+        type='Resize',
+        size=(224, 256),
+        interpolation='bilinear',
+        backend='pillow')
+    resize_module_cv2 = build_from_cfg(transform_cv2, PIPELINES)
+    resize_module_pil = build_from_cfg(transform_pil, PIPELINES)
+    results = reset_results(results, original_img)
+    results['img_fields'] = ['img']
+    results_cv2 = resize_module_cv2(results)
+    results['img_fields'] = ['img2']
+    results_pil = resize_module_pil(results)
+    assert np.allclose(results_cv2['img'], results_pil['img2'], atol=45)
+
     # compare results with torchvision
     transform = dict(type='Resize', size=(224, 224), interpolation='area')
     resize_module = build_from_cfg(transform, PIPELINES)