diff --git a/doc/baselines.rst b/doc/baselines.rst
index b6d9b68703497ce7585e99fe92be85290efe77f3..410fc0e4dfa0d775ee0db974be6fb68aea10d4b0 100644
--- a/doc/baselines.rst
+++ b/doc/baselines.rst
@@ -182,7 +182,7 @@ The EER/HTER errors for `replayattack`_ database are summarized in the Table bel
 +-------------------+----------+----------+
 |      Protocol     |  EER,\%  |  HTER,\% |
 +===================+==========+==========+
-|   ``grandtest``   |  4.321   |  4.570   |
+|   ``grandtest``   |  3.987   |  4.571   |
 +-------------------+----------+----------+
 
 The ROC curves for the particular experiment can be downloaded from here:
@@ -337,7 +337,7 @@ The EER/HTER errors for the `Replay-Mobile`_ database are summarized in the Tabl
 +-------------------+----------+----------+
 |      Protocol     |  EER,\%  |  HTER,\% |
 +===================+==========+==========+
-|   ``grandtest``   |  2.772   |  5.886   |
+|   ``grandtest``   |  1.747   |  4.074   |
 +-------------------+----------+----------+
 
 The ROC curves for the particular experiment can be downloaded from here:
@@ -493,7 +493,7 @@ The EER/HTER errors for the `MSU MFSD`_ database are summarized in the Table bel
 +-------------------+----------+----------+
 |      Protocol     |  EER,\%  |  HTER,\% |
 +===================+==========+==========+
-|   ``grandtest``   |  4.115   |  5.564   |
+|   ``grandtest``   |  3.665   |  4.944   |
 +-------------------+----------+----------+
 
 The ROC curves for the particular experiment can be downloaded from here:
diff --git a/doc/img/ROC_iqm_svm_msu_mfsd.pdf b/doc/img/ROC_iqm_svm_msu_mfsd.pdf
index 740123c376d98fdee99f260e5afa59effe258c36..dd4e80931a21e166f6282bb400eff441fdec9949 100644
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diff --git a/doc/img/ROC_iqm_svm_replay_attack.pdf b/doc/img/ROC_iqm_svm_replay_attack.pdf
index a4524065a5d3f1e41e547ae51f63859db6c505d9..9da9c0f5ce51f260a2612c2bc6e60bfb9f7cf1fe 100644
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diff --git a/doc/img/ROC_iqm_svm_replay_mobile.pdf b/doc/img/ROC_iqm_svm_replay_mobile.pdf
index 57b62a2f8a85ad85301c7ac7b5ce127e0d489e29..b57b3a042c648fc601bf79a9d32bf2143f1c3e07 100644
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