diff --git a/ppdet/modeling/heads/mask_head.py b/ppdet/modeling/heads/mask_head.py
index 604847a2d07224314b2eba700eefa00729b4f95f..57dd1a024899c99a46c31eebe739b3ec83434dac 100644
--- a/ppdet/modeling/heads/mask_head.py
+++ b/ppdet/modeling/heads/mask_head.py
@@ -221,7 +221,7 @@ class MaskHead(nn.Layer):
             mask_feat = self.head(rois_feat)
             mask_logit = self.mask_fcn_logits(mask_feat)
             if self.num_classes == 1:
-                mask_out = F.sigmoid(mask_logit)
+                mask_out = F.sigmoid(mask_logit)[:, 0, :, :]
             else:
                 num_masks = paddle.shape(mask_logit)[0]
                 index = paddle.arange(num_masks).cast('int32')