diff --git a/autoload/fzf/vim.vim b/autoload/fzf/vim.vim
index 55d3b69..9f83e6c 100644
--- a/autoload/fzf/vim.vim
+++ b/autoload/fzf/vim.vim
@@ -144,7 +144,8 @@ function! s:chomp(str)
 endfunction
 
 function! s:escape(path)
-  return escape(a:path, ' $%#''"\')
+  let path = fnameescape(a:path)
+  return s:is_win ? escape(path, '$') : path
 endfunction
 
 if v:version >= 704