diff --git a/packages/patterns/src/components/pattern-overrides-controls.js b/packages/patterns/src/components/pattern-overrides-controls.js
index 5207348c7bd7c6..9ad905b8bd9724 100644
--- a/packages/patterns/src/components/pattern-overrides-controls.js
+++ b/packages/patterns/src/components/pattern-overrides-controls.js
@@ -61,13 +61,12 @@ function PatternOverridesControls( {
 	}
 
 	const hasUnsupportedImageAttributes =
-		blockName === 'core/image' &&
-		( !! attributes.caption?.length || !! attributes.href?.length );
+		blockName === 'core/image' && !! attributes.href?.length;
 
 	const helpText =
 		! hasOverrides && hasUnsupportedImageAttributes
 			? __(
-					`Overrides currently don't support image captions or links. Remove the caption or link first before enabling overrides.`
+					`Overrides currently don't support image links. Remove the link first before enabling overrides.`
 			  )
 			: __(
 					'Allow changes to this block throughout instances of this pattern.'
diff --git a/packages/patterns/src/constants.js b/packages/patterns/src/constants.js
index 99563a1a16787f..9f35b719949c42 100644
--- a/packages/patterns/src/constants.js
+++ b/packages/patterns/src/constants.js
@@ -20,7 +20,7 @@ export const PARTIAL_SYNCING_SUPPORTED_BLOCKS = {
 	'core/paragraph': [ 'content' ],
 	'core/heading': [ 'content' ],
 	'core/button': [ 'text', 'url', 'linkTarget', 'rel' ],
-	'core/image': [ 'id', 'url', 'title', 'alt' ],
+	'core/image': [ 'id', 'url', 'title', 'alt', 'caption' ],
 };
 
 export const PATTERN_OVERRIDES_BINDING_SOURCE = 'core/pattern-overrides';