diff --git a/components/empty/__tests__/index.test.tsx b/components/empty/__tests__/index.test.tsx
index ade004ab19..0f466298dc 100644
--- a/components/empty/__tests__/index.test.tsx
+++ b/components/empty/__tests__/index.test.tsx
@@ -4,6 +4,7 @@ import mountTest from '../../../tests/shared/mountTest';
 import rtlTest from '../../../tests/shared/rtlTest';
 import { render } from '../../../tests/utils';
 import ConfigProvider from '../../config-provider';
+import theme from '../../theme';
 
 describe('Empty', () => {
   mountTest(Empty);
@@ -27,4 +28,20 @@ describe('Empty', () => {
     );
     expect(asFragment().firstChild).toMatchSnapshot();
   });
+
+  it('dark mode compatible', () => {
+    const { container } = render(
+      <ConfigProvider
+        theme={{
+          algorithm: theme.darkAlgorithm,
+        }}
+      >
+        <Empty />
+      </ConfigProvider>,
+    );
+
+    expect(container.querySelector('svg')).toHaveStyle({
+      opacity: 0.65,
+    });
+  });
 });
diff --git a/components/empty/empty.tsx b/components/empty/empty.tsx
index 7084fef3c6..2ed60950b2 100644
--- a/components/empty/empty.tsx
+++ b/components/empty/empty.tsx
@@ -1,38 +1,71 @@
+import { TinyColor } from '@ctrl/tinycolor';
 import * as React from 'react';
+import { useToken } from '../theme/internal';
 
-const Empty = () => (
-  <svg width="184" height="152" viewBox="0 0 184 152" xmlns="http://www.w3.org/2000/svg">
-    <g fill="none" fillRule="evenodd">
-      <g transform="translate(24 31.67)">
-        <ellipse fillOpacity=".8" fill="#F5F5F7" cx="67.797" cy="106.89" rx="67.797" ry="12.668" />
+const Empty = () => {
+  const [, token] = useToken();
+
+  const bgColor = new TinyColor(token.colorBgBase);
+  let themeStyle: React.CSSProperties = {};
+
+  // Dark Theme need more dark of this
+  if (bgColor.toHsl().l < 0.5) {
+    themeStyle = {
+      opacity: 0.65,
+    };
+  }
+
+  return (
+    <svg
+      style={themeStyle}
+      width="184"
+      height="152"
+      viewBox="0 0 184 152"
+      xmlns="http://www.w3.org/2000/svg"
+    >
+      <g fill="none" fillRule="evenodd">
+        <g transform="translate(24 31.67)">
+          <ellipse
+            fillOpacity=".8"
+            fill="#F5F5F7"
+            cx="67.797"
+            cy="106.89"
+            rx="67.797"
+            ry="12.668"
+          />
+          <path
+            d="M122.034 69.674L98.109 40.229c-1.148-1.386-2.826-2.225-4.593-2.225h-51.44c-1.766 0-3.444.839-4.592 2.225L13.56 69.674v15.383h108.475V69.674z"
+            fill="#AEB8C2"
+          />
+          <path
+            d="M101.537 86.214L80.63 61.102c-1.001-1.207-2.507-1.867-4.048-1.867H31.724c-1.54 0-3.047.66-4.048 1.867L6.769 86.214v13.792h94.768V86.214z"
+            fill="url(#linearGradient-1)"
+            transform="translate(13.56)"
+          />
+          <path
+            d="M33.83 0h67.933a4 4 0 0 1 4 4v93.344a4 4 0 0 1-4 4H33.83a4 4 0 0 1-4-4V4a4 4 0 0 1 4-4z"
+            fill="#F5F5F7"
+          />
+          <path
+            d="M42.678 9.953h50.237a2 2 0 0 1 2 2V36.91a2 2 0 0 1-2 2H42.678a2 2 0 0 1-2-2V11.953a2 2 0 0 1 2-2zM42.94 49.767h49.713a2.262 2.262 0 1 1 0 4.524H42.94a2.262 2.262 0 0 1 0-4.524zM42.94 61.53h49.713a2.262 2.262 0 1 1 0 4.525H42.94a2.262 2.262 0 0 1 0-4.525zM121.813 105.032c-.775 3.071-3.497 5.36-6.735 5.36H20.515c-3.238 0-5.96-2.29-6.734-5.36a7.309 7.309 0 0 1-.222-1.79V69.675h26.318c2.907 0 5.25 2.448 5.25 5.42v.04c0 2.971 2.37 5.37 5.277 5.37h34.785c2.907 0 5.277-2.421 5.277-5.393V75.1c0-2.972 2.343-5.426 5.25-5.426h26.318v33.569c0 .617-.077 1.216-.221 1.789z"
+            fill="#DCE0E6"
+          />
+        </g>
         <path
-          d="M122.034 69.674L98.109 40.229c-1.148-1.386-2.826-2.225-4.593-2.225h-51.44c-1.766 0-3.444.839-4.592 2.225L13.56 69.674v15.383h108.475V69.674z"
-          fill="#AEB8C2"
-        />
-        <path
-          d="M101.537 86.214L80.63 61.102c-1.001-1.207-2.507-1.867-4.048-1.867H31.724c-1.54 0-3.047.66-4.048 1.867L6.769 86.214v13.792h94.768V86.214z"
-          fill="url(#linearGradient-1)"
-          transform="translate(13.56)"
-        />
-        <path
-          d="M33.83 0h67.933a4 4 0 0 1 4 4v93.344a4 4 0 0 1-4 4H33.83a4 4 0 0 1-4-4V4a4 4 0 0 1 4-4z"
-          fill="#F5F5F7"
-        />
-        <path
-          d="M42.678 9.953h50.237a2 2 0 0 1 2 2V36.91a2 2 0 0 1-2 2H42.678a2 2 0 0 1-2-2V11.953a2 2 0 0 1 2-2zM42.94 49.767h49.713a2.262 2.262 0 1 1 0 4.524H42.94a2.262 2.262 0 0 1 0-4.524zM42.94 61.53h49.713a2.262 2.262 0 1 1 0 4.525H42.94a2.262 2.262 0 0 1 0-4.525zM121.813 105.032c-.775 3.071-3.497 5.36-6.735 5.36H20.515c-3.238 0-5.96-2.29-6.734-5.36a7.309 7.309 0 0 1-.222-1.79V69.675h26.318c2.907 0 5.25 2.448 5.25 5.42v.04c0 2.971 2.37 5.37 5.277 5.37h34.785c2.907 0 5.277-2.421 5.277-5.393V75.1c0-2.972 2.343-5.426 5.25-5.426h26.318v33.569c0 .617-.077 1.216-.221 1.789z"
+          d="M149.121 33.292l-6.83 2.65a1 1 0 0 1-1.317-1.23l1.937-6.207c-2.589-2.944-4.109-6.534-4.109-10.408C138.802 8.102 148.92 0 161.402 0 173.881 0 184 8.102 184 18.097c0 9.995-10.118 18.097-22.599 18.097-4.528 0-8.744-1.066-12.28-2.902z"
           fill="#DCE0E6"
         />
+        <g transform="translate(149.65 15.383)" fill="#FFF">
+          <ellipse cx="20.654" cy="3.167" rx="2.849" ry="2.815" />
+          <path d="M5.698 5.63H0L2.898.704zM9.259.704h4.985V5.63H9.259z" />
+        </g>
       </g>
-      <path
-        d="M149.121 33.292l-6.83 2.65a1 1 0 0 1-1.317-1.23l1.937-6.207c-2.589-2.944-4.109-6.534-4.109-10.408C138.802 8.102 148.92 0 161.402 0 173.881 0 184 8.102 184 18.097c0 9.995-10.118 18.097-22.599 18.097-4.528 0-8.744-1.066-12.28-2.902z"
-        fill="#DCE0E6"
-      />
-      <g transform="translate(149.65 15.383)" fill="#FFF">
-        <ellipse cx="20.654" cy="3.167" rx="2.849" ry="2.815" />
-        <path d="M5.698 5.63H0L2.898.704zM9.259.704h4.985V5.63H9.259z" />
-      </g>
-    </g>
-  </svg>
-);
+    </svg>
+  );
+};
+
+if (process.env.NODE_ENV !== 'production') {
+  Empty.displayName = 'EmptyImage';
+}
 
 export default Empty;