diff --git a/packages/component/src/components/image-preview-modal/index.css.ts b/packages/component/src/components/image-preview-modal/index.css.ts
index da79fc3be2..1856d112b9 100644
--- a/packages/component/src/components/image-preview-modal/index.css.ts
+++ b/packages/component/src/components/image-preview-modal/index.css.ts
@@ -35,6 +35,20 @@ export const imagePreviewModalCloseButtonStyle = style({
   transition: 'background 0.2s ease-in-out',
 });
 
+export const imagePreviewModalGoStyle = style({
+  height: '50%',
+  color: 'var(--affine-white)',
+  position: 'absolute',
+  fontSize: '60px',
+  lineHeight: '60px',
+  fontWeight: 'bold',
+  display: 'flex',
+  alignItems: 'center',
+  opacity: '0.2',
+  padding: '0 15px',
+  cursor: 'pointer',
+});
+
 export const imagePreviewModalContainerStyle = style({
   position: 'absolute',
   top: '20%',
diff --git a/packages/component/src/components/image-preview-modal/index.tsx b/packages/component/src/components/image-preview-modal/index.tsx
index 97dc34ffa2..f1aa0f33b0 100644
--- a/packages/component/src/components/image-preview-modal/index.tsx
+++ b/packages/component/src/components/image-preview-modal/index.tsx
@@ -6,12 +6,14 @@ import { assertExists } from '@blocksuite/global/utils';
 import type { Workspace } from '@blocksuite/store';
 import { useAtom } from 'jotai';
 import type { ReactElement } from 'react';
+import { Suspense, useCallback } from 'react';
 import { useEffect, useRef, useState } from 'react';
 import useSWR from 'swr';
 
 import {
   imagePreviewModalCloseButtonStyle,
   imagePreviewModalContainerStyle,
+  imagePreviewModalGoStyle,
   imagePreviewModalImageStyle,
   imagePreviewModalStyle,
 } from './index.css';
@@ -28,6 +30,7 @@ const ImagePreviewModalImpl = (
     onClose: () => void;
   }
 ): ReactElement | null => {
+  const [blockId, setBlockId] = useAtom(previewBlockIdAtom);
   const [caption, setCaption] = useState(() => {
     const page = props.workspace.getPage(props.pageId);
     assertExists(page);
@@ -96,14 +99,67 @@ const ImagePreviewModalImpl = (
           />
         </svg>
       </button>
+      <span
+        className={imagePreviewModalGoStyle}
+        style={{
+          left: 0,
+        }}
+        onClick={() => {
+          assertExists(blockId);
+          const workspace = props.workspace;
+
+          const page = workspace.getPage(props.pageId);
+          assertExists(page);
+          const block = page.getBlockById(blockId);
+          assertExists(block);
+          const prevBlock = page
+            .getPreviousSiblings(block)
+            .findLast(
+              (block): block is EmbedBlockModel =>
+                block.flavour === 'affine:embed'
+            );
+          if (prevBlock) {
+            setBlockId(prevBlock.id);
+          }
+        }}
+      >
+        ❮
+      </span>
       <div className={imagePreviewModalContainerStyle}>
         <img
+          data-blob-id={props.blockId}
           alt={caption}
           className={imagePreviewModalImageStyle}
           ref={imageRef}
           src={url}
         />
       </div>
+      <span
+        className={imagePreviewModalGoStyle}
+        style={{
+          right: 0,
+        }}
+        onClick={() => {
+          assertExists(blockId);
+          const workspace = props.workspace;
+
+          const page = workspace.getPage(props.pageId);
+          assertExists(page);
+          const block = page.getBlockById(blockId);
+          assertExists(block);
+          const nextBlock = page
+            .getNextSiblings(block)
+            .find(
+              (block): block is EmbedBlockModel =>
+                block.flavour === 'affine:embed'
+            );
+          if (nextBlock) {
+            setBlockId(nextBlock.id);
+          }
+        }}
+      >
+        ❯
+      </span>
     </div>
   );
 };
@@ -112,15 +168,74 @@ export const ImagePreviewModal = (
   props: ImagePreviewModalProps
 ): ReactElement | null => {
   const [blockId, setBlockId] = useAtom(previewBlockIdAtom);
+
+  const handleKeyUp = useCallback(
+    (event: KeyboardEvent) => {
+      if (event.key === 'Escape') {
+        event.preventDefault();
+        event.stopPropagation();
+        setBlockId(null);
+        return;
+      }
+
+      if (!blockId) {
+        return;
+      }
+
+      const workspace = props.workspace;
+
+      const page = workspace.getPage(props.pageId);
+      assertExists(page);
+      const block = page.getBlockById(blockId);
+      assertExists(block);
+
+      if (event.key === 'ArrowLeft') {
+        const prevBlock = page
+          .getPreviousSiblings(block)
+          .findLast(
+            (block): block is EmbedBlockModel =>
+              block.flavour === 'affine:embed'
+          );
+        if (prevBlock) {
+          setBlockId(prevBlock.id);
+        }
+      } else if (event.key === 'ArrowRight') {
+        const nextBlock = page
+          .getNextSiblings(block)
+          .find(
+            (block): block is EmbedBlockModel =>
+              block.flavour === 'affine:embed'
+          );
+        if (nextBlock) {
+          setBlockId(nextBlock.id);
+        }
+      } else {
+        return;
+      }
+      event.preventDefault();
+      event.stopPropagation();
+    },
+    [blockId, setBlockId, props.workspace, props.pageId]
+  );
+
+  useEffect(() => {
+    document.addEventListener('keyup', handleKeyUp);
+    return () => {
+      document.removeEventListener('keyup', handleKeyUp);
+    };
+  }, [handleKeyUp]);
+
   if (!blockId) {
     return null;
   }
 
   return (
-    <ImagePreviewModalImpl
-      {...props}
-      blockId={blockId}
-      onClose={() => setBlockId(null)}
-    />
+    <Suspense fallback={<div className={imagePreviewModalStyle} />}>
+      <ImagePreviewModalImpl
+        {...props}
+        blockId={blockId}
+        onClose={() => setBlockId(null)}
+      />
+    </Suspense>
   );
 };
diff --git a/tests/fixtures/affine-preview.png b/tests/fixtures/affine-preview.png
new file mode 100644
index 0000000000..46246f1952
Binary files /dev/null and b/tests/fixtures/affine-preview.png differ
diff --git a/tests/parallels/image-preview.spec.ts b/tests/parallels/image-preview.spec.ts
index b25efdf0ca..da7a046497 100644
--- a/tests/parallels/image-preview.spec.ts
+++ b/tests/parallels/image-preview.spec.ts
@@ -1,3 +1,4 @@
+import type { Page } from '@playwright/test';
 import { expect, test } from '@playwright/test';
 
 import { openHomePage } from '../libs/load-page';
@@ -7,6 +8,38 @@ import {
   waitMarkdownImported,
 } from '../libs/page-logic';
 
+async function importImage(page: Page, url: string) {
+  await page.evaluate(
+    ([url]) => {
+      const clipData = {
+        'text/html': `<img src=${url} />`,
+      };
+      const e = new ClipboardEvent('paste', {
+        clipboardData: new DataTransfer(),
+      });
+      Object.defineProperty(e, 'target', {
+        writable: false,
+        value: document.body,
+      });
+      Object.entries(clipData).forEach(([key, value]) => {
+        e.clipboardData?.setData(key, value);
+      });
+      document.body.dispatchEvent(e);
+    },
+    [url]
+  );
+  await page.waitForTimeout(500);
+}
+
+async function closeImagePreviewModal(page: Page) {
+  await page
+    .getByTestId('image-preview-modal')
+    .locator('button')
+    .first()
+    .click();
+  await page.waitForTimeout(500);
+}
+
 test('image preview should be shown', async ({ page }) => {
   await openHomePage(page);
   await waitMarkdownImported(page);
@@ -14,31 +47,57 @@ test('image preview should be shown', async ({ page }) => {
   const title = await getBlockSuiteEditorTitle(page);
   await title.click();
   await page.keyboard.press('Enter');
-  await page.evaluate(() => {
-    const clipData = {
-      'text/html': `<img src="http://localhost:8081/large-image.png" />`,
-    };
-    const e = new ClipboardEvent('paste', {
-      clipboardData: new DataTransfer(),
-    });
-    Object.defineProperty(e, 'target', {
-      writable: false,
-      value: document.body,
-    });
-    Object.entries(clipData).forEach(([key, value]) => {
-      e.clipboardData?.setData(key, value);
-    });
-    document.body.dispatchEvent(e);
-  });
-  await page.waitForTimeout(500);
+  await importImage(page, 'http://localhost:8081/large-image.png');
   await page.locator('img').first().dblclick();
   const locator = page.getByTestId('image-preview-modal');
   expect(locator.isVisible()).toBeTruthy();
-  await page
-    .getByTestId('image-preview-modal')
-    .locator('button')
-    .first()
-    .click();
-  await page.waitForTimeout(500);
+  await closeImagePreviewModal(page);
   expect(await locator.isVisible()).toBeFalsy();
 });
+
+test('image go left and right', async ({ page }) => {
+  await openHomePage(page);
+  await waitMarkdownImported(page);
+  await newPage(page);
+  let blobId: string;
+  {
+    const title = await getBlockSuiteEditorTitle(page);
+    await title.click();
+    await page.keyboard.press('Enter');
+    await importImage(page, 'http://localhost:8081/large-image.png');
+    await page.locator('img').first().dblclick();
+    await page.waitForTimeout(500);
+    blobId = (await page
+      .locator('img')
+      .nth(1)
+      .getAttribute('data-blob-id')) as string;
+    expect(blobId).toBeTruthy();
+    await closeImagePreviewModal(page);
+  }
+  {
+    const title = await getBlockSuiteEditorTitle(page);
+    await title.click();
+    await page.keyboard.press('Enter');
+    await importImage(page, 'http://localhost:8081/affine-preview.png');
+  }
+  const locator = page.getByTestId('image-preview-modal');
+  expect(locator.isVisible()).toBeTruthy();
+  await page.locator('img').first().dblclick();
+  await page.waitForTimeout(5000);
+  {
+    const newBlobId = (await page
+      .locator('img[data-blob-id]')
+      .first()
+      .getAttribute('data-blob-id')) as string;
+    expect(newBlobId).not.toBe(blobId);
+  }
+  await page.keyboard.press('ArrowRight');
+  await page.waitForTimeout(5000);
+  {
+    const newBlobId = (await page
+      .locator('img[data-blob-id]')
+      .first()
+      .getAttribute('data-blob-id')) as string;
+    expect(newBlobId).toBe(blobId);
+  }
+});