diff --git a/package.json b/package.json
index acabbec9f3..b888de0996 100644
--- a/package.json
+++ b/package.json
@@ -25,6 +25,7 @@
     "antd-mobile-v5-count": "^1.0.1",
     "classnames": "^2.3.2",
     "dayjs": "^1.11.7",
+    "deepmerge": "^4.3.1",
     "lodash": "^4.17.21",
     "nano-memoize": "^3.0.16",
     "rc-field-form": "~1.27.4",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index bdee5a6d2b..f7bd23fe20 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -36,6 +36,9 @@ dependencies:
   dayjs:
     specifier: ^1.11.7
     version: 1.11.9
+  deepmerge:
+    specifier: ^4.3.1
+    version: 4.3.1
   lodash:
     specifier: ^4.17.21
     version: 4.17.21
@@ -7295,7 +7298,6 @@ packages:
   /deepmerge@4.3.1:
     resolution: {integrity: sha512-3sUqbMEc77XqpdNO7FRyRog+eW3ph+GYCbj+rK+uYyRMuwsVy0rMiVtPn+QJlKFvWP/1PYpapqYn0Me2knFn+A==}
     engines: {node: '>=0.10.0'}
-    dev: true
 
   /default-compare@1.0.0:
     resolution: {integrity: sha512-QWfXlM0EkAbqOCbD/6HjdwT19j7WCkMyiRhWilc4H9/5h/RzTF9gv5LYh1+CmDV5d1rki6KAWLtQale0xt20eQ==}
diff --git a/src/components/form/form.tsx b/src/components/form/form.tsx
index a92bf6b8c3..454eb20bbc 100644
--- a/src/components/form/form.tsx
+++ b/src/components/form/form.tsx
@@ -12,7 +12,7 @@ import { defaultFormContext, FormContext, FormContextType } from './context'
 import { mergeProps } from '../../utils/with-default-props'
 import { Header } from './header'
 import { useConfig } from '../config-provider'
-import merge from 'lodash/merge'
+import merge from 'deepmerge'
 import { FormArray } from './form-array'
 import { traverseReactNode } from '../../utils/traverse-react-node'
 
@@ -78,9 +78,8 @@ export const Form = forwardRef<FormInstance, FormProps>((p, ref) => {
   const validateMessages = useMemo(
     () =>
       merge(
-        {},
         locale.Form.defaultValidateMessages,
-        formProps.validateMessages
+        formProps.validateMessages || {}
       ),
     [locale.Form.defaultValidateMessages, formProps.validateMessages]
   )