diff --git a/packages/block-library/src/video/edit.js b/packages/block-library/src/video/edit.js
index e22f35d0bf41e9..fb076b28550e41 100644
--- a/packages/block-library/src/video/edit.js
+++ b/packages/block-library/src/video/edit.js
@@ -3,7 +3,6 @@
  */
 import { getBlobByURL, isBlobURL } from '@wordpress/blob';
 import {
-	BaseControl,
 	Button,
 	Disabled,
 	IconButton,
@@ -211,10 +210,12 @@ class VideoEdit extends Component {
 							] }
 						/>
 						<MediaUploadCheck>
-							<BaseControl
+							<div
 								className="editor-video-poster-control"
-								label={ __( 'Poster Image' ) }
 							>
+								<span>
+									{ __( 'Poster Image' ) }
+								</span>
 								<MediaUpload
 									title={ __( 'Select Poster Image' ) }
 									onSelect={ this.onSelectPoster }
@@ -234,7 +235,7 @@ class VideoEdit extends Component {
 										{ __( 'Remove Poster Image' ) }
 									</Button>
 								}
-							</BaseControl>
+							</div>
 						</MediaUploadCheck>
 					</PanelBody>
 				</InspectorControls>
diff --git a/packages/block-library/src/video/editor.scss b/packages/block-library/src/video/editor.scss
index e75b149e5077c9..207ee72afe05ba 100644
--- a/packages/block-library/src/video/editor.scss
+++ b/packages/block-library/src/video/editor.scss
@@ -9,3 +9,8 @@
 .editor-video-poster-control .components-button + .components-button {
 	margin-top: 1em;
 }
+
+.editor-video-poster-control > span {
+	display: block;
+	margin-bottom: 4px;
+}