diff --git a/doc/install.rst b/doc/install.rst
index 940f103aa14116838d05b55c232f29b5ce6a2de7..170f1883325ffccb41ad78d2eafbd87ceeb7528e 100644
--- a/doc/install.rst
+++ b/doc/install.rst
@@ -171,7 +171,7 @@ In addition to the splits presented in the following table, 10 folds
      - 6600
      - 1800
      - 2800
-   * - TBX11K-SIMPLIFIED_
+   * - TBX11K_SIMPLIFIED_
      - [TBX11K-SIMPLIFIED-2020]_
      - 512 x 512
      - 11'200
@@ -180,7 +180,7 @@ In addition to the splits presented in the following table, 10 folds
      - 2800
 
 
-.. _ptbench.setup.datasets.tb+signs:
+.. _ptbench.setup.datasets.tbmultilabel+signs:
 
 Tuberculosis + radiological findings dataset
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~