diff --git a/doc/config.rst b/doc/config.rst
index 70d73db09eccb8d9c5a7f7fb1c352b6b0b56764f..af8fa995a3247f5bd735627b9d59e6de436025c4 100644
--- a/doc/config.rst
+++ b/doc/config.rst
@@ -56,9 +56,8 @@ if applicable.  Use these datasets for training and evaluating your models.
    ptbench.configs.datasets.montgomery.default
    ptbench.configs.datasets.montgomery.rgb
    ptbench.configs.datasets.montgomery_RS.default
-   ptbench.configs.datasets.nih_cxr14_re.cardiomegaly_idiap
+   ptbench.configs.datasets.nih_cxr14_re.cardiomegaly
    ptbench.configs.datasets.nih_cxr14_re.default
-   ptbench.configs.datasets.nih_cxr14_re.idiap
    ptbench.configs.datasets.nih_cxr14_re_pc.idiap
    ptbench.configs.datasets.padchest.cardiomegaly_idiap
    ptbench.configs.datasets.padchest.idiap