diff --git a/packages/core/client/src/block-provider/hooks/index.ts b/packages/core/client/src/block-provider/hooks/index.ts
index bd2c39d05a..86c8ad8b19 100644
--- a/packages/core/client/src/block-provider/hooks/index.ts
+++ b/packages/core/client/src/block-provider/hooks/index.ts
@@ -1508,6 +1508,7 @@ export const useAssociationFilterBlockProps = () => {
     run,
     valueKey,
     labelKey,
+    dataScopeFilter: filter,
   };
 };
 async function doReset({
diff --git a/packages/core/client/src/schema-component/antd/association-filter/AssociationFilter.Item.tsx b/packages/core/client/src/schema-component/antd/association-filter/AssociationFilter.Item.tsx
index c439277ae6..eb163b25bd 100644
--- a/packages/core/client/src/schema-component/antd/association-filter/AssociationFilter.Item.tsx
+++ b/packages/core/client/src/schema-component/antd/association-filter/AssociationFilter.Item.tsx
@@ -41,6 +41,7 @@ export const AssociationFilterItem = withDynamicSchemaProps(
       handleSearchInput: _handleSearchInput,
       params,
       run,
+      dataScopeFilter,
       valueKey: _valueKey,
       labelKey: _labelKey,
       defaultCollapse,
@@ -94,7 +95,7 @@ export const AssociationFilterItem = withDynamicSchemaProps(
       if (searchVisible || filter) {
         run({
           ...params?.[0],
-          filter: undefined,
+          filter: dataScopeFilter,
         });
       }
       setSearchVisible(!searchVisible);
diff --git a/packages/core/client/src/schema-component/antd/filter/FilterItem.tsx b/packages/core/client/src/schema-component/antd/filter/FilterItem.tsx
index 1a6c6a2922..69bfb9e5ad 100644
--- a/packages/core/client/src/schema-component/antd/filter/FilterItem.tsx
+++ b/packages/core/client/src/schema-component/antd/filter/FilterItem.tsx
@@ -10,6 +10,7 @@
 import { CloseCircleOutlined } from '@ant-design/icons';
 import { css } from '@emotion/css';
 import { observer } from '@formily/react';
+import { sortTree } from '@nocobase/utils/client';
 import { Cascader, Select, Space } from 'antd';
 import React, { useCallback, useContext, useMemo, useState } from 'react';
 import { useTranslation } from 'react-i18next';
@@ -25,7 +26,7 @@ export const FilterItem = observer(
     const remove = useContext(RemoveConditionContext);
     const {
       schema,
-      fields,
+      fields: _fields,
       operators,
       dataIndex,
       operator,
@@ -35,7 +36,8 @@ export const FilterItem = observer(
       setValue,
       collectionField,
     } = useValues();
-    const [options, setOptions] = useState(compile(fields));
+    const fields = useMemo(() => sortTree(_fields, 'children', 'children', false), [_fields]);
+    const [options, setOptions] = useState(() => compile(fields));
     const style = useMemo(() => ({ marginBottom: 8 }), []);
     const fieldNames = useMemo(
       () => ({
@@ -84,6 +86,12 @@ export const FilterItem = observer(
             className={css`
               width: 160px;
             `}
+            popupClassName={css`
+              .ant-cascader-menu {
+                height: fit-content;
+                max-height: 50vh;
+              }
+            `}
             allowClear
             fieldNames={fieldNames}
             value={dataIndex}
diff --git a/packages/core/client/src/schema-component/antd/form-item/SchemaSettingOptions.tsx b/packages/core/client/src/schema-component/antd/form-item/SchemaSettingOptions.tsx
index 4193c7951d..5d2693c14b 100644
--- a/packages/core/client/src/schema-component/antd/form-item/SchemaSettingOptions.tsx
+++ b/packages/core/client/src/schema-component/antd/form-item/SchemaSettingOptions.tsx
@@ -535,11 +535,19 @@ export const EditOperator = () => {
         }
 
         field.componentProps = componentProps;
+        fieldSchema['x-component-props'] = componentProps;
+        fieldSchema.default = null;
+        field.value = null;
+        field.initialValue = null;
+
         dn.emit('patch', {
           schema: {
             ['x-uid']: fieldSchema['x-uid'],
             ['x-component-props']: componentProps,
             ['x-filter-operator']: v,
+            // Clear default value when switching operators. Some operators require the default value to be an array,
+            // while others don't. Without clearing it, the filtering API would throw an error
+            default: null,
           },
         });
         dn.refresh();
diff --git a/packages/core/utils/src/__tests__/common.test.ts b/packages/core/utils/src/__tests__/common.test.ts
index 1768547f79..6bcc3da6a4 100644
--- a/packages/core/utils/src/__tests__/common.test.ts
+++ b/packages/core/utils/src/__tests__/common.test.ts
@@ -7,7 +7,7 @@
  * For more information, please refer to: https://www.nocobase.com/agreement.
  */
 
-import { hasEmptyValue } from '../client';
+import { hasEmptyValue, sortTree } from '../client';
 
 describe('hasEmptyValue', () => {
   it('should return false when there is no empty value', () => {
@@ -80,3 +80,147 @@ describe('hasEmptyValue', () => {
     expect(hasEmptyValue(obj)).toBe(true);
   });
 });
+
+describe('sortTree', () => {
+  it('should return the original tree when tree is empty', () => {
+    expect(sortTree(null, 'order')).toBeNull();
+    expect(sortTree([], 'order')).toEqual([]);
+  });
+
+  it('should sort tree nodes by a specific field in ascending order', () => {
+    const tree = [
+      { id: 3, name: 'C', children: [] },
+      { id: 1, name: 'A', children: [] },
+      { id: 2, name: 'B', children: [] },
+    ];
+
+    const result = sortTree(tree, 'id');
+
+    expect(result).toEqual([
+      { id: 1, name: 'A', children: [] },
+      { id: 2, name: 'B', children: [] },
+      { id: 3, name: 'C', children: [] },
+    ]);
+  });
+
+  it('should sort tree nodes by a specific field in descending order', () => {
+    const tree = [
+      { id: 1, name: 'A', children: [] },
+      { id: 3, name: 'C', children: [] },
+      { id: 2, name: 'B', children: [] },
+    ];
+
+    const result = sortTree(tree, 'id', 'children', false);
+
+    expect(result).toEqual([
+      { id: 3, name: 'C', children: [] },
+      { id: 2, name: 'B', children: [] },
+      { id: 1, name: 'A', children: [] },
+    ]);
+  });
+
+  it('should sort tree nodes with nested children', () => {
+    const tree = [
+      {
+        id: 3,
+        name: 'C',
+        items: [
+          { id: 2, name: 'C-2' },
+          { id: 1, name: 'C-1' },
+        ],
+      },
+      { id: 1, name: 'A', items: [] },
+      {
+        id: 2,
+        name: 'B',
+        items: [
+          { id: 3, name: 'B-3' },
+          { id: 1, name: 'B-1' },
+        ],
+      },
+    ];
+
+    const result = sortTree(tree, 'id', 'items');
+
+    expect(result).toEqual([
+      { id: 1, name: 'A', items: [] },
+      {
+        id: 2,
+        name: 'B',
+        items: [
+          { id: 1, name: 'B-1' },
+          { id: 3, name: 'B-3' },
+        ],
+      },
+      {
+        id: 3,
+        name: 'C',
+        items: [
+          { id: 1, name: 'C-1' },
+          { id: 2, name: 'C-2' },
+        ],
+      },
+    ]);
+  });
+
+  it('should support sorting by function', () => {
+    const tree = [
+      { id: 3, name: 'C', children: [] },
+      { id: 1, name: 'A', children: [] },
+      { id: 2, name: 'B', children: [] },
+    ];
+
+    const sortByName = (node) => node.name;
+    const result = sortTree(tree, sortByName);
+
+    expect(result).toEqual([
+      { id: 1, name: 'A', children: [] },
+      { id: 2, name: 'B', children: [] },
+      { id: 3, name: 'C', children: [] },
+    ]);
+  });
+
+  it('should handle complex nested structures', () => {
+    const tree = [
+      {
+        id: 2,
+        name: 'B',
+        children: [
+          {
+            id: 3,
+            name: 'B-3',
+            children: [
+              { id: 2, name: 'B-3-2' },
+              { id: 1, name: 'B-3-1' },
+            ],
+          },
+          { id: 1, name: 'B-1', children: [] },
+        ],
+      },
+      { id: 3, name: 'C', children: [] },
+      { id: 1, name: 'A', children: [] },
+    ];
+
+    const result = sortTree(tree, 'id');
+
+    expect(result).toEqual([
+      { id: 1, name: 'A', children: [] },
+      {
+        id: 2,
+        name: 'B',
+        children: [
+          { id: 1, name: 'B-1', children: [] },
+          {
+            id: 3,
+            name: 'B-3',
+            children: [
+              { id: 1, name: 'B-3-1' },
+              { id: 2, name: 'B-3-2' },
+            ],
+          },
+        ],
+      },
+      { id: 3, name: 'C', children: [] },
+    ]);
+  });
+});
diff --git a/packages/core/utils/src/common.ts b/packages/core/utils/src/common.ts
index f6e9aef0b7..374b4d1cde 100644
--- a/packages/core/utils/src/common.ts
+++ b/packages/core/utils/src/common.ts
@@ -7,6 +7,8 @@
  * For more information, please refer to: https://www.nocobase.com/agreement.
  */
 
+import _ from 'lodash';
+
 export const isString = (value: any): value is string => {
   return typeof value === 'string';
 };
@@ -56,12 +58,12 @@ export const nextTick = (fn: () => void) => {
 };
 
 /**
- * 通用树节点深度优先遍历函数
- * @param {Object|Array} tree - 要遍历的树结构
- * @param {Function} callback - 遍历每个节点时执行的回调函数，返回真值时停止遍历并返回当前节点
- * @param {Object} options - 配置选项
- * @param {string|Function} options.childrenKey - 子节点的属性名，默认为'children'，也可以是一个函数
- * @returns {any|undefined} - 找到的节点或undefined
+ * Generic tree node depth-first traversal function
+ * @param {Object|Array} tree - The tree structure to traverse
+ * @param {Function} callback - The callback function executed for each node, stops traversing and returns the current node when a truthy value is returned
+ * @param {Object} options - Configuration options
+ * @param {string|Function} options.childrenKey - The property name of child nodes, defaults to 'children', can also be a function
+ * @returns {any|undefined} - The found node or undefined
  */
 export function treeFind<T = any>(
   tree: T | T[],
@@ -74,20 +76,20 @@ export function treeFind<T = any>(
 
   const { childrenKey = 'children' } = options;
 
-  // 处理根节点是数组的情况
+  // Handle case where the root node is an array
   const nodes = Array.isArray(tree) ? [...tree] : [tree];
 
-  // 深度优先搜索
+  // Depth-first search
   for (const node of nodes) {
-    // 对当前节点调用回调函数
+    // Call callback function on the current node
     if (callback(node)) {
       return node;
     }
 
-    // 获取子节点
+    // Get child nodes
     const children = typeof childrenKey === 'function' ? childrenKey(node) : (node as any)[childrenKey];
 
-    // 递归处理子节点
+    // Recursively process child nodes
     if (Array.isArray(children) && children.length > 0) {
       const found = treeFind(children, callback, options);
       if (found !== undefined) {
@@ -98,3 +100,31 @@ export function treeFind<T = any>(
 
   return undefined;
 }
+
+/**
+ * Sort a tree structure
+ * @param {Array} tree - Tree structure array
+ * @param {string|Function} sortBy - Sort field or sort function
+ * @param {string} childrenKey - The key name of child nodes, defaults to 'children'
+ * @param {boolean} isAsc - Whether to sort in ascending order, defaults to true
+ * @returns {Array} - The sorted tree structure
+ */
+export function sortTree(tree: any[], sortBy: string | Function, childrenKey = 'children', isAsc = true) {
+  if (!tree || !Array.isArray(tree) || tree.length === 0) {
+    return tree;
+  }
+
+  // Sort nodes at the current level
+  const sortedTree = _.orderBy(tree, sortBy, isAsc ? 'asc' : 'desc');
+
+  // Recursively sort child nodes
+  return sortedTree.map((node) => {
+    if (node[childrenKey] && node[childrenKey].length > 0) {
+      return {
+        ...node,
+        [childrenKey]: sortTree(node[childrenKey], sortBy, childrenKey, isAsc),
+      };
+    }
+    return node;
+  });
+}