diff --git a/src/components/AnnotationBrowser/AnnotationList.vue b/src/components/AnnotationBrowser/AnnotationList.vue
index c6a66852..064c2502 100644
--- a/src/components/AnnotationBrowser/AnnotationList.vue
+++ b/src/components/AnnotationBrowser/AnnotationList.vue
@@ -10,6 +10,13 @@
               Delete Selected
             </v-btn>
           </v-col>
+          <v-col class="pa-0 mx-1">
+            <v-btn block small @click.stop="deleteUnselected">
+              Delete Unselected
+            </v-btn>
+          </v-col>
+        </v-row>
+        <v-row>
           <v-col class="pa-0 mx-1">
             <v-dialog v-model="tagSelectedDialog" width="50%">
               <template v-slot:activator="{ on, attrs }">
@@ -519,6 +526,10 @@ export default class AnnotationList extends Vue {
   deleteSelected() {
     this.annotationStore.deleteSelectedAnnotations();
   }
+
+  deleteUnselected() {
+    this.annotationStore.deleteUnselectedAnnotations();
+  }
 }
 </script>
 <style>
diff --git a/src/store/annotation.ts b/src/store/annotation.ts
index b60f2b90..4d342a78 100644
--- a/src/store/annotation.ts
+++ b/src/store/annotation.ts
@@ -558,6 +558,24 @@ export class Annotations extends VuexModule {
     this.setSelected([]);
   }
 
+  @Action
+  public async deleteUnselectedAnnotations() {
+    const unselectedIds = this.annotations
+      .filter(
+        (annotation) =>
+          !this.selectedAnnotations.some(
+            (selected) => selected.id === annotation.id,
+          ),
+      )
+      .map((annotation) => annotation.id);
+
+    if (unselectedIds.length === 0) {
+      return;
+    }
+
+    await this.deleteAnnotations(unselectedIds);
+  }
+
   @Action
   public async updateAnnotationsPerId({
     annotationIds,