diff --git a/doc/api.rst b/doc/api.rst
index d73898d8de04d0be192e58beedb73eb43521bcb1..bcb3f2032ccef8e25f1087ad6f8582060a9e41b5 100644
--- a/doc/api.rst
+++ b/doc/api.rst
@@ -53,8 +53,12 @@ Direct data-access through iterators.
    ptbench.data.indian
    ptbench.data.nih_cxr14_re
    ptbench.data.padchest_RS
-   ptbench.data.tbx11k-simplified
-   ptbench.data.tbx11k-simplified_RS
+   ptbench.data.tbx11k_simplified
+   ptbench.data.tbx11k_simplified_RS
+   ptbench.data.tbx11k_simplified_v2
+   ptbench.data.tbx11k_simplified_v2_RS
+   ptbench.data.tbx11k_simplified_v3
+   ptbench.data.tbx11k_simplified_v3_RS
 
 
 .. _ptbench.api.models:
diff --git a/doc/config.rst b/doc/config.rst
index cd45c9070096f87600e95beb5c74fd48b3d00ccb..4e402bca1d96513b36cc860e44d4b58c68214ffc 100644
--- a/doc/config.rst
+++ b/doc/config.rst
@@ -50,6 +50,12 @@ if applicable.  Use these datasets for training and evaluating your models.
    ptbench.configs.datasets.mc_ch_in.default
    ptbench.configs.datasets.mc_ch_in.rgb
    ptbench.configs.datasets.mc_ch_in_RS.default
+   ptbench.configs.datasets.mc_ch_in_11k.default
+   ptbench.configs.datasets.mc_ch_in_11k.rgb
+   ptbench.configs.datasets.mc_ch_in_11k_RS.default
+   ptbench.configs.datasets.mc_ch_in_11kv2.default
+   ptbench.configs.datasets.mc_ch_in_11kv2.rgb
+   ptbench.configs.datasets.mc_ch_in_11kv2_RS.default
    ptbench.configs.datasets.mc_ch_in_pc.default
    ptbench.configs.datasets.mc_ch_in_pc.rgb
    ptbench.configs.datasets.mc_ch_in_pc_RS.default
@@ -68,9 +74,15 @@ if applicable.  Use these datasets for training and evaluating your models.
    ptbench.configs.datasets.shenzhen.default
    ptbench.configs.datasets.shenzhen.rgb
    ptbench.configs.datasets.shenzhen_RS.default
-   ptbench.configs.datasets.tbx11k-simplified.default
-   ptbench.configs.datasets.tbx11k-simplified.rgb
-   ptbench.configs.datasets.tbx11k-simplified_RS.default
+   ptbench.configs.datasets.tbx11k_simplified.default
+   ptbench.configs.datasets.tbx11k_simplified.rgb
+   ptbench.configs.datasets.tbx11k_simplified_RS.default
+   ptbench.configs.datasets.tbx11k_simplified_v2.default
+   ptbench.configs.datasets.tbx11k_simplified_v2.rgb
+   ptbench.configs.datasets.tbx11k_simplified_v2_RS.default
+   ptbench.configs.datasets.tbx11k_simplified_v3.default
+   ptbench.configs.datasets.tbx11k_simplified_v3.rgb
+   ptbench.configs.datasets.tbx11k_simplified_v3_RS.default
 
 
 .. _ptbench.configs.datasets.folds:
@@ -100,6 +112,12 @@ datasets.  Nine other folds are available for every configuration (from 1 to
    ptbench.configs.datasets.mc_ch_in.fold_0
    ptbench.configs.datasets.mc_ch_in.fold_0_rgb
    ptbench.configs.datasets.mc_ch_in_RS.fold_0
+   ptbench.configs.datasets.mc_ch_in_11k.fold_0
+   ptbench.configs.datasets.mc_ch_in_11k.fold_0_rgb
+   ptbench.configs.datasets.mc_ch_in_11k_RS.fold_0
+   ptbench.configs.datasets.mc_ch_in_11kv2.fold_0
+   ptbench.configs.datasets.mc_ch_in_11kv2.fold_0_rgb
+   ptbench.configs.datasets.mc_ch_in_11kv2_RS.fold_0
    ptbench.configs.datasets.montgomery.fold_0
    ptbench.configs.datasets.montgomery.fold_0_rgb
    ptbench.configs.datasets.montgomery_RS.fold_0
@@ -109,6 +127,15 @@ datasets.  Nine other folds are available for every configuration (from 1 to
    ptbench.configs.datasets.tbpoc.fold_0
    ptbench.configs.datasets.tbpoc.fold_0_rgb
    ptbench.configs.datasets.tbpoc_RS.fold_0
+   ptbench.configs.datasets.tbx11k_simplified.fold_0
+   ptbench.configs.datasets.tbx11k_simplified.fold_0_rgb
+   ptbench.configs.datasets.tbx11k_simplified_RS.fold_0
+   ptbench.configs.datasets.tbx11k_simplified_v2.fold_0
+   ptbench.configs.datasets.tbx11k_simplified_v2.fold_0_rgb
+   ptbench.configs.datasets.tbx11k_simplified_v2_RS.fold_0
+   ptbench.configs.datasets.tbx11k_simplified_v3.fold_0
+   ptbench.configs.datasets.tbx11k_simplified_v3.fold_0_rgb
+   ptbench.configs.datasets.tbx11k_simplified_v3_RS.fold_0
 
 
 .. include:: links.rst