diff --git a/src/hooks/useForm.ts b/src/hooks/useForm.ts
index 3353d8e61..12f99f9d7 100644
--- a/src/hooks/useForm.ts
+++ b/src/hooks/useForm.ts
@@ -239,6 +239,11 @@ export class FormStore {
     return this.fieldEntities.filter(field => field.getNamePath().length);
   };
 
+  /**
+   * Get a map of registered field entities with their name path as the key.
+   * @param pure Only include fields which have a `name`. Default: false
+   * @returns A NameMap containing field entities indexed by their name paths
+   */
   private getFieldsMap = (pure: boolean = false) => {
     const cache: NameMap<FieldEntity> = new NameMap();
     this.getFieldEntities(pure).forEach(field => {
@@ -248,14 +253,35 @@ export class FormStore {
     return cache;
   };
 
-  private getFieldEntitiesForNamePathList = (nameList?: NamePath[]): FlexibleFieldEntity[] => {
+  /**
+   * Get field entities based on a list of name paths.
+   * @param nameList - Array of name paths to search for. If not provided, returns all field entities with names.
+   * @param includesSubNamePath - Whether to include fields that have the given name path as a prefix.
+   */
+  private getFieldEntitiesForNamePathList = (
+    nameList?: NamePath[],
+    includesSubNamePath = false,
+  ): FlexibleFieldEntity[] => {
     if (!nameList) {
       return this.getFieldEntities(true);
     }
     const cache = this.getFieldsMap(true);
-    return nameList.map(name => {
+
+    if (!includesSubNamePath) {
+      return nameList.map(name => {
+        const namePath = getNamePath(name);
+        return cache.get(namePath) || { INVALIDATE_NAME_PATH: getNamePath(name) };
+      });
+    }
+
+    return nameList.flatMap(name => {
       const namePath = getNamePath(name);
-      return cache.get(namePath) || { INVALIDATE_NAME_PATH: getNamePath(name) };
+      const fields: FlexibleFieldEntity[] = cache.getAsPrefix(namePath);
+
+      if (fields.length) {
+        return fields;
+      }
+      return [{ INVALIDATE_NAME_PATH: namePath }];
     });
   };
 
@@ -282,6 +308,7 @@ export class FormStore {
 
     const fieldEntities = this.getFieldEntitiesForNamePathList(
       Array.isArray(mergedNameList) ? mergedNameList : null,
+      true,
     );
 
     const filteredNameList: NamePath[] = [];
diff --git a/src/utils/NameMap.ts b/src/utils/NameMap.ts
index b4259dd46..84747acde 100644
--- a/src/utils/NameMap.ts
+++ b/src/utils/NameMap.ts
@@ -33,6 +33,25 @@ class NameMap<T> {
     return this.kvs.get(normalize(key));
   }
 
+  public getAsPrefix(key: InternalNamePath): T[] {
+    const normalizedKey = normalize(key);
+    const normalizedPrefix = normalizedKey + SPLIT;
+    const results: T[] = [];
+
+    const current = this.kvs.get(normalizedKey);
+    if (current !== undefined) {
+      results.push(current);
+    }
+
+    this.kvs.forEach((value, itemNormalizedKey) => {
+      if (itemNormalizedKey.startsWith(normalizedPrefix)) {
+        results.push(value);
+      }
+    });
+
+    return results;
+  }
+
   public update(key: InternalNamePath, updater: (origin: T) => T | null) {
     const origin = this.get(key);
     const next = updater(origin);
diff --git a/tests/list.test.tsx b/tests/list.test.tsx
index 8c312d313..9aac91b39 100644
--- a/tests/list.test.tsx
+++ b/tests/list.test.tsx
@@ -1171,4 +1171,23 @@ describe('Form.List', () => {
       list: [{ name: 'A' }, { name: 'BB' }, { name: 'C' }, { name: 'D' }],
     });
   });
+
+  it('getFieldsValue(["list"]) should same as getFieldsValue().list', async () => {
+    generateForm(
+      fields =>
+        fields.map(field => (
+          <Field {...fields} name={[field.name, 'name']} key={field.key}>
+            <Input />
+          </Field>
+        )),
+      {
+        initialValues: {
+          list: [{ name: 'bamboo', notExist: 'little' }],
+        },
+      },
+    );
+
+    expect(form.current!.getFieldsValue()).toEqual({ list: [{ name: 'bamboo' }] });
+    expect(form.current!.getFieldsValue(['list'])).toEqual({ list: [{ name: 'bamboo' }] });
+  });
 });