diff --git a/packages/ui/src/services/layout/layout.service.ts b/packages/ui/src/services/layout/layout.service.ts
index 9f5718a391e..b82a71e00f6 100644
--- a/packages/ui/src/services/layout/layout.service.ts
+++ b/packages/ui/src/services/layout/layout.service.ts
@@ -149,7 +149,7 @@ export class DesktopLayoutService extends Disposable implements ILayoutService {
             fromEvent(window, 'focusin').subscribe((event) => {
                 const target = event.target as HTMLElement;
                 if (collectionOfCnForFocusableEle.some((item) => target.classList.contains(item))) {
-                    this._editorService.blur();
+                    this._editorBlurListener();
                     queueMicrotask(() => this.focus());
                     return;
                 }
@@ -172,6 +172,13 @@ export class DesktopLayoutService extends Disposable implements ILayoutService {
             getFocusingUniverEditorStatus()
         );
     }
+
+    private _editorBlurListener() {
+        const focusEditor = this._editorService.getFocusEditor();
+        if (focusEditor && focusEditor.isSheetEditor() !== true) {
+            this._editorService.blur();
+        }
+    }
 }
 
 function getFocusingUniverEditorStatus(): boolean {