diff --git a/doc/baselines.rst b/doc/baselines.rst
index 07b7e8e60ff3e0892b9f0ab99ecd959d023bd413..c75a8573de7376637e60d7121cb5fc9005e4a7ec 100644
--- a/doc/baselines.rst
+++ b/doc/baselines.rst
@@ -14,22 +14,22 @@ in ``bob.pad.face``.
 Running Baseline Experiments
 ----------------------------
 
-To run the baseline PAD experiments, the ``spoof.py`` script located in ``bin`` directory is used.
+To run the baseline PAD experiments, the ``bob pad vanilla-pad`` script is used.
 To see the description of the script you can type in the console:
 
 .. code-block:: sh
 
-   $ spoof.py --help
+   $ bob pad vanilla-pad --help
 
 This script is explained in more detail in :ref:`bob.pad.base.experiments`.
 
 Usually it is a good idea to have at least verbose level 2 (i.e., calling
-``spoof.py --verbose --verbose``, or the short version ``spoof.py
--vv``).
+``bob pad vanilla-pad --verbose --verbose``, or the short version
+``bob pad vanilla-pad -vv``).
 
 .. note:: **Running in Parallel**
 
-   To run the experiments in parallel, you can define an SGE grid or local host
+   To run the experiments in parallel, you can define a dask client
    (multi-processing) configurations as explained in
    :ref:`running_in_parallel`.
 
@@ -97,8 +97,7 @@ To run this baseline on the `replayattack`_ database, using the ``grandtest`` pr
 
 .. code-block:: sh
 
-    $ spoof.py replay-attack lbp-svm \
-    --sub-directory <PATH_TO_STORE_THE_RESULTS>
+    $ bob pad vanilla-pad replay-attack lbp-64 svm-frames
 
 .. tip::
 
diff --git a/setup.py b/setup.py
index a3a8e5e729f0f75f381d7e63963e47329496b83b..aaa0c1167716d62916ae376b6e82710e4f253b00 100644
--- a/setup.py
+++ b/setup.py
@@ -97,7 +97,6 @@ setup(
             # baselines using SVM:
             'lbp-svm = bob.pad.face.config.lbp_svm',
             'qm-svm = bob.pad.face.config.qm_svm',
-            'frame-diff-svm = bob.pad.face.config.frame_diff_svm',
 
             # baselines using LR:
             'qm-lr = bob.pad.face.config.qm_lr',
@@ -122,7 +121,6 @@ setup(
         'bob.pad.extractor': [
             'video-lbp-histogram-extractor-n8r1-uniform = bob.pad.face.config.extractor.video_lbp_histogram:video_lbp_histogram_extractor_n8r1_uniform',
             'video-quality-measure-galbally-msu = bob.pad.face.config.extractor.video_quality_measure:video_quality_measure_galbally_msu',
-            'frame-diff-feat-extr-w20-over0 = bob.pad.face.config.extractor.frame_diff_features:frame_diff_feat_extr_w20_over0',
         ],
 
         # registered algorithms:
@@ -132,13 +130,6 @@ setup(
             'video-svm-pad-algorithm-default-svm-param-mean-std-frame-level = bob.pad.face.config.algorithm.video_svm_pad_algorithm:video_svm_pad_algorithm_default_svm_param_mean_std_frame_level',
         ],
 
-        # registered grid configurations:
-        'bob.pad.grid': [
-            'idiap = bob.pad.face.config.grid:idiap',
-            'idiap-user-machines = bob.pad.face.config.grid:idiap_user_machines',
-            'small = bob.pad.face.config.grid:small',
-        ],
-
         # registered ``bob pad ...`` commands
         'bob.pad.cli': [
             'statistics        = bob.pad.face.script.statistics:statistics',