diff --git a/public/app/features/scenes/dashboard/DashboardScenePage.tsx b/public/app/features/scenes/dashboard/DashboardScenePage.tsx
index 3c2075099a9..426c5185ffe 100644
--- a/public/app/features/scenes/dashboard/DashboardScenePage.tsx
+++ b/public/app/features/scenes/dashboard/DashboardScenePage.tsx
@@ -1,6 +1,7 @@
 // Libraries
 import React, { useEffect } from 'react';
 
+import { PageLayoutType } from '@grafana/data';
 import { Page } from 'app/core/components/Page/Page';
 import PageLoader from 'app/core/components/PageLoader/PageLoader';
 import { GrafanaRouteComponentProps } from 'app/core/navigation/types';
@@ -15,11 +16,14 @@ export const DashboardScenePage = ({ match }: Props) => {
 
   useEffect(() => {
     loader.load(match.params.uid);
+    return () => {
+      loader.clearState();
+    };
   }, [loader, match.params.uid]);
 
   if (!dashboard) {
     return (
-      <Page navId="dashboards/browse">
+      <Page layout={PageLayoutType.Canvas}>
         {isLoading && <PageLoader />}
         {!isLoading && <h2>Dashboard not found</h2>}
       </Page>
diff --git a/public/app/features/scenes/dashboard/DashboardsLoader.test.ts b/public/app/features/scenes/dashboard/DashboardsLoader.test.ts
index 74e133c5246..daa9cbb874a 100644
--- a/public/app/features/scenes/dashboard/DashboardsLoader.test.ts
+++ b/public/app/features/scenes/dashboard/DashboardsLoader.test.ts
@@ -312,6 +312,20 @@ describe('DashboardLoader', () => {
         panel.transformations
       );
     });
+
+    it('should initalize the VizPanel without title and transparent true', () => {
+      const panel = {
+        title: '',
+        type: 'test-plugin',
+        gridPos: { x: 0, y: 0, w: 12, h: 8 },
+        transparent: true,
+      };
+
+      const vizPanelSceneObject = createVizPanelFromPanelModel(new PanelModel(panel));
+
+      expect(vizPanelSceneObject.state.displayMode).toEqual('transparent');
+      expect(vizPanelSceneObject.state.hoverHeader).toEqual(true);
+    });
   });
 
   describe('when creating variables objects', () => {
diff --git a/public/app/features/scenes/dashboard/DashboardsLoader.ts b/public/app/features/scenes/dashboard/DashboardsLoader.ts
index 552e1b1f2b1..cf61500e430 100644
--- a/public/app/features/scenes/dashboard/DashboardsLoader.ts
+++ b/public/app/features/scenes/dashboard/DashboardsLoader.ts
@@ -73,6 +73,10 @@ export class DashboardLoader extends StateManagerBase<DashboardLoaderState> {
     this.cache[rsp.dashboard.uid] = dashboard;
     this.setState({ dashboard, isLoading: false });
   }
+
+  public clearState() {
+    this.setState({ dashboard: undefined, loadError: undefined, isLoading: false });
+  }
 }
 
 export function createSceneObjectsForPanels(oldPanels: PanelModel[]): SceneObject[] {
@@ -264,6 +268,9 @@ export function createVizPanelFromPanelModel(panel: PanelModel) {
     options: panel.options,
     fieldConfig: panel.fieldConfig,
     pluginVersion: panel.pluginVersion,
+    displayMode: panel.transparent ? 'transparent' : undefined,
+    // To be replaced with it's own option persited option instead derived
+    hoverHeader: !panel.title && !panel.timeFrom && !panel.timeShift,
     $data: new SceneDataTransformer({
       $data: new SceneQueryRunner({
         queries: panel.targets,