diff --git a/bob/bio/face/script/baselines.py b/bob/bio/face/script/baselines.py
index a112252e0b9511b3fed715c1ff7d82e7eb5d0693..300bacc4764ced9e074d983c593c0fa6d49c8fcc 100755
--- a/bob/bio/face/script/baselines.py
+++ b/bob/bio/face/script/baselines.py
@@ -30,7 +30,7 @@ try:
   # try if GMM-based algorithms are available
   bob.bio.base.load_resource('gmm', 'algorithm')
   bob.bio.base.load_resource('isv', 'algorithm')
-  bob.bio.base.load_resource('ivector', 'algorithm')
+  bob.bio.base.load_resource('ivector-cosine', 'algorithm')
   all_algorithms += ['gmm', 'isv', 'ivector']
 except:
   print("Could not load the GMM-based algorithms. Did you specify bob.bio.gmm in your config file?")
@@ -152,7 +152,7 @@ CONFIGURATIONS = {
   'ivector': dict(
     preprocessor = ('tan-triggs-crop', 'tan-triggs'),
     extractor    = 'dct-blocks',
-    algorithm    = 'ivector',
+    algorithm    = 'ivector-cosine',
     grid         = 'demanding',
     script       = './bin/verify_ivector.py'
   ),