diff --git a/x2paddle/op_mapper/caffe_op_mapper.py b/x2paddle/op_mapper/caffe_op_mapper.py
index abdbbaef11a45af55657a15d1c2b2536383df8f5..e398f2b120d306733759d10eb0a90eb3da7c7e86 100644
--- a/x2paddle/op_mapper/caffe_op_mapper.py
+++ b/x2paddle/op_mapper/caffe_op_mapper.py
@@ -940,7 +940,9 @@ class CaffeOpMapper(OpMapper):
             input = self.graph.get_bottom_node(node, idx=i, copy=True)
             if i == 1 and op == 'DetectionOutput':
                 input = self.graph.get_bottom_node(node, idx=i, copy=True)
-                while input is not None and input.layer_type != 'Softmax':
+                while input is not None \
+                      and input.layer_type != 'Softmax' \
+                      and input.layer_type != 'Sigmoid':
                     input = self.graph.get_bottom_node(input, idx=0, copy=True)
                 assert input is not None, 'This kind of DetectionOutput is not supported!'
                 input = self.graph.get_bottom_node(input, idx=0, copy=True)