diff --git a/blocksuite/affine/widgets/widget-remote-selection/src/doc/doc-remote-selection.ts b/blocksuite/affine/widgets/widget-remote-selection/src/doc/doc-remote-selection.ts
index 69a088f09e..1591b27901 100644
--- a/blocksuite/affine/widgets/widget-remote-selection/src/doc/doc-remote-selection.ts
+++ b/blocksuite/affine/widgets/widget-remote-selection/src/doc/doc-remote-selection.ts
@@ -323,6 +323,14 @@ export class AffineDocRemoteSelectionWidget extends WidgetComponent {
         this._updateSelections(selections);
       })
     );
+
+    this.disposables.add(
+      this.std.event.active$.subscribe(value => {
+        if (!value) {
+          this.std.selection.clearRemote();
+        }
+      })
+    );
   }
 
   override render() {
diff --git a/blocksuite/framework/store/src/extension/selection/selection-extension.ts b/blocksuite/framework/store/src/extension/selection/selection-extension.ts
index 81338f6c5e..d4126ae7ff 100644
--- a/blocksuite/framework/store/src/extension/selection/selection-extension.ts
+++ b/blocksuite/framework/store/src/extension/selection/selection-extension.ts
@@ -162,6 +162,13 @@ export class StoreSelectionExtension extends StoreExtension {
     this.set([...current, ...selections]);
   }
 
+  // This method is used to clear **current editor's remote selections**
+  // When the editor is not active, the remote selections should be cleared
+  // So other editors won't see the remote selections from this editor
+  clearRemote() {
+    this.store.awarenessStore.setLocalSelection(this._id, []);
+  }
+
   update(fn: (currentSelections: BaseSelection[]) => BaseSelection[]) {
     const selections = fn(this.value);
     this.set(selections);