diff --git a/docs/annotation/voc.md b/docs/annotation/voc.md
deleted file mode 100644
index a6178bf1..00000000
--- a/docs/annotation/voc.md
+++ /dev/null
@@ -1,3 +0,0 @@
-## detections_to_voc_xml
-
-:::supervision.annotation.voc.detections_to_voc_xml
\ No newline at end of file
diff --git a/docs/dataset/core.md b/docs/dataset/core.md
new file mode 100644
index 00000000..d3c80720
--- /dev/null
+++ b/docs/dataset/core.md
@@ -0,0 +1,8 @@
+!!! warning
+
+    `Dataset` API is still fluid and may change. If you use Dataset in your project until further notice, freeze the 
+    `supervision` version in your `requirements.txt`.
+
+## Dataset
+
+:::supervision.dataset.core.Dataset
\ No newline at end of file
diff --git a/mkdocs.yml b/mkdocs.yml
index 14d963f7..7dda7486 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -24,19 +24,19 @@ extra:
 nav:
   - Home: index.md
   - API reference:
-    - Video: video.md
     - Detection:
         - Core: detection/core.md
         - Annotate: detection/annotate.md
         - Utils: detection/utils.md
         - Tools:
             - Polygon Zone: detection/tools/polygon_zone.md
+    - Dataset:
+        - Core: dataset/core.md
     - Draw:
         - Utils: draw/utils.md
-    - Annotations:
-        - Pascal VOC XML: annotation/voc.md
     - Notebook:
         - Utils: notebook/utils.md
+    - Video: video.md
   - Changelog: changelog.md
 
 theme:
diff --git a/supervision/dataset/core.py b/supervision/dataset/core.py
index ff33c6a3..c72faf7f 100644
--- a/supervision/dataset/core.py
+++ b/supervision/dataset/core.py
@@ -31,6 +31,21 @@ class Dataset:
         minimum_detection_area_percentage: float = 0.0,
         maximum_detection_area_percentage: float = 1.0,
     ) -> None:
+        """
+        Exports the dataset to PASCAL VOC format. This method saves the images and their corresponding annotations in
+        PASCAL VOC format, which consists of XML files. The method allows filtering the detections based on their area
+        percentage.
+
+        Args:
+            images_directory_path (Optional[str]): The path to the directory where the images should be saved.
+                If not provided, images will not be saved.
+            annotations_directory_path (Optional[str]): The path to the directory where the annotations in
+                PASCAL VOC format should be saved. If not provided, annotations will not be saved.
+            minimum_detection_area_percentage (float): The minimum percentage of detection area relative to
+                the image area for a detection to be included.
+            maximum_detection_area_percentage (float): The maximum percentage of detection area relative to
+                the image area for a detection to be included.
+        """
         if images_directory_path:
             images_path = Path(images_directory_path)
             images_path.mkdir(parents=True, exist_ok=True)
diff --git a/supervision/dataset/formats/pascal_voc.py b/supervision/dataset/formats/pascal_voc.py
index 3f6e69bc..c95bbc35 100644
--- a/supervision/dataset/formats/pascal_voc.py
+++ b/supervision/dataset/formats/pascal_voc.py
@@ -12,7 +12,6 @@ from supervision.detection.utils import (
     polygon_to_xyxy,
 )
 
-
 EPSILON = 0.05
 
 
diff --git a/supervision/file.py b/supervision/file.py
index 56746d4d..e10f6bc7 100644
--- a/supervision/file.py
+++ b/supervision/file.py
@@ -1,5 +1,5 @@
 from pathlib import Path
-from typing import Union, Optional, List
+from typing import List, Optional, Union
 
 
 def write_text_to_file(content: str, output_path: str) -> None: