diff --git a/packages/core/src/__tests__/field.spec.ts b/packages/core/src/__tests__/field.spec.ts
index 7df4a3b7cdf..ebf5a7c10d0 100644
--- a/packages/core/src/__tests__/field.spec.ts
+++ b/packages/core/src/__tests__/field.spec.ts
@@ -2002,3 +2002,42 @@ test('relative query with void field', () => {
 
   expect(bb.query('.aa').take()).toBe(aa)
 })
+
+test('empty string or number value need rewrite default value', () => {
+  const form = attach(
+    createForm<any>({
+      values: {
+        aa: '',
+        bb: 0,
+      },
+    })
+  )
+  attach(
+    form.createField({
+      name: 'aa',
+      initialValue: 'test',
+    })
+  )
+  attach(
+    form.createField({
+      name: 'bb',
+      initialValue: 123,
+    })
+  )
+  attach(
+    form.createField({
+      name: 'cc',
+      initialValue: 'test',
+    })
+  )
+  attach(
+    form.createField({
+      name: 'dd',
+      initialValue: 123,
+    })
+  )
+  expect(form.values.aa).toEqual('')
+  expect(form.values.bb).toEqual(0)
+  expect(form.values.cc).toEqual('test')
+  expect(form.values.dd).toEqual(123)
+})
diff --git a/packages/core/src/shared/internals.ts b/packages/core/src/shared/internals.ts
index 23ca21baf71..6dc7a44c785 100644
--- a/packages/core/src/shared/internals.ts
+++ b/packages/core/src/shared/internals.ts
@@ -1027,6 +1027,11 @@ export const allowAssignDefaultValue = (target: any, source: any) => {
     return false
   }
 
+  if (typeof target === typeof source) {
+    if (target === '') return false
+    if (target === 0) return false
+  }
+
   if (isEmptyTarget) {
     if (isEmptySource) {
       return false