diff --git a/python/tvm/relay/frontend/tflite.py b/python/tvm/relay/frontend/tflite.py
index 1b09cf307554..f52c318c8e97 100644
--- a/python/tvm/relay/frontend/tflite.py
+++ b/python/tvm/relay/frontend/tflite.py
@@ -2601,7 +2601,7 @@ def convert_batch_to_space_nd(self, op):
         cropped = reshaped_permuted
         for axis in range(1, M + 1):
             crop = crops[axis - 1]
-            if (crop != [0, 0]).all():
+            if (crop != [0, 0]).any():
                 indices = _op.arange(
                     _expr.const(crop[0]),
                     _expr.const(reshaped_permuted_shape[axis] - crop[1]),
diff --git a/tests/python/frontend/tflite/test_forward.py b/tests/python/frontend/tflite/test_forward.py
index 27980047e909..caa41806c8aa 100644
--- a/tests/python/frontend/tflite/test_forward.py
+++ b/tests/python/frontend/tflite/test_forward.py
@@ -706,6 +706,8 @@ def test_forward_batch_to_space_nd():
 
     _test_batch_to_space_nd(input_shape=[4, 2, 2, 1], block_shape=[2, 2], crops=[[0, 0], [0, 0]])
 
+    _test_batch_to_space_nd(input_shape=[4, 3, 3, 1], block_shape=[2, 2], crops=[[0, 1], [0, 1]])
+
 
 ######################################################################
 # SpaceToBatchND