diff --git a/bob/ip/binseg/engine/significance.py b/bob/ip/binseg/engine/significance.py
index f39cb02d2f56c4cb16356acdf1d33beee1157786..bf663b88912fa9ce6bc1003dc1eaebe8a55edcfd 100644
--- a/bob/ip/binseg/engine/significance.py
+++ b/bob/ip/binseg/engine/significance.py
@@ -315,10 +315,10 @@ def _patch_performances_for_sample(
 
     figure : str
         the performance figure to use for calculating patch micro performances
-        (e.g. `f1_score` or `jaccard`).  Must be available on the produced
-        performance dataframe.
+        (e.g. `accuracy`, `f1_score` or `jaccard`).  Must be available on the
+        produced performance dataframe.
 
-    outdir : :py:class:`str`
+    outdir : str
         path were to save a visual representation of patch performances.  If
         set to ``None``, then do not save those to disk.