diff --git a/components/select/index.tsx b/components/select/index.tsx
index 99e450f31..bb798aa62 100644
--- a/components/select/index.tsx
+++ b/components/select/index.tsx
@@ -61,7 +61,7 @@ const Select = defineComponent({
   inheritAttrs: false,
   props: initDefaultProps(selectProps(), {
     listHeight: 256,
-    listItemHeight: 24,
+    listItemHeight: 32,
   }),
   SECRET_COMBOBOX_MODE_DO_NOT_USE,
   // emits: ['change', 'update:value', 'blur'],
diff --git a/components/vc-virtual-list/List.tsx b/components/vc-virtual-list/List.tsx
index fbf883ea3..beb83c283 100644
--- a/components/vc-virtual-list/List.tsx
+++ b/components/vc-virtual-list/List.tsx
@@ -1,5 +1,7 @@
 import type { PropType, Component, CSSProperties } from 'vue';
 import {
+  shallowRef,
+  toRaw,
   onMounted,
   onUpdated,
   ref,
@@ -113,20 +115,36 @@ const List = defineComponent({
       scrollTop: 0,
       scrollMoving: false,
     });
-
-    const mergedData = computed(() => {
+    const data = computed(() => {
       return props.data || EMPTY_DATA;
     });
-
+    const mergedData = shallowRef([]);
+    watch(
+      data,
+      () => {
+        mergedData.value = toRaw(data.value).slice();
+      },
+      { immediate: true },
+    );
+    // eslint-disable-next-line @typescript-eslint/no-unused-vars
+    const itemKey = shallowRef((_item: Record<string, any>) => undefined);
+    watch(
+      () => props.itemKey,
+      val => {
+        if (typeof val === 'function') {
+          itemKey.value = val;
+        } else {
+          itemKey.value = item => item?.[val];
+        }
+      },
+      { immediate: true },
+    );
     const componentRef = ref<HTMLDivElement>();
     const fillerInnerRef = ref<HTMLDivElement>();
     const scrollBarRef = ref<any>(); // Hack on scrollbar to enable flash call
     // =============================== Item Key ===============================
     const getKey = (item: Record<string, any>) => {
-      if (typeof props.itemKey === 'function') {
-        return props.itemKey(item);
-      }
-      return item?.[props.itemKey];
+      return itemKey.value(item);
     };
 
     const sharedConfig = {
@@ -217,7 +235,6 @@ const List = defineComponent({
         () => state.scrollTop,
         mergedData,
         updatedMark,
-        heights,
         () => props.height,
         offsetHeight,
       ],
@@ -232,21 +249,27 @@ const List = defineComponent({
         let endIndex: number | undefined;
         const dataLen = mergedData.value.length;
         const data = mergedData.value;
+        const scrollTop = state.scrollTop;
+        const { itemHeight, height } = props;
+        const scrollTopHeight = scrollTop + height;
+
         for (let i = 0; i < dataLen; i += 1) {
           const item = data[i];
           const key = getKey(item);
 
-          const cacheHeight = heights.value[key];
-          const currentItemBottom =
-            itemTop + (cacheHeight === undefined ? props.itemHeight! : cacheHeight);
+          let cacheHeight = heights.get(key);
+          if (cacheHeight === undefined) {
+            cacheHeight = itemHeight;
+          }
+          const currentItemBottom = itemTop + cacheHeight;
 
-          if (currentItemBottom >= state.scrollTop && startIndex === undefined) {
+          if (startIndex === undefined && currentItemBottom >= scrollTop) {
             startIndex = i;
             startOffset = itemTop;
           }
 
           // Check item bottom in the range. We will render additional one item for motion usage
-          if (currentItemBottom > state.scrollTop + props.height! && endIndex === undefined) {
+          if (endIndex === undefined && currentItemBottom > scrollTopHeight) {
             endIndex = i;
           }
 
diff --git a/components/vc-virtual-list/hooks/useHeights.tsx b/components/vc-virtual-list/hooks/useHeights.tsx
index 70bdca9f8..634afc293 100644
--- a/components/vc-virtual-list/hooks/useHeights.tsx
+++ b/components/vc-virtual-list/hooks/useHeights.tsx
@@ -1,20 +1,20 @@
-import type { VNodeProps, ComputedRef, Ref } from 'vue';
-import { shallowRef, watch, ref } from 'vue';
+import type { VNodeProps, Ref, ShallowRef } from 'vue';
+import { watch, ref } from 'vue';
 import type { GetKey } from '../interface';
 
-type CacheMap = Ref<Record<string, number>>;
+export type CacheMap = Map<any, number>;
 
 export default function useHeights<T>(
-  mergedData: ComputedRef<any[]>,
+  mergedData: ShallowRef<any[]>,
   getKey: GetKey<T>,
   onItemAdd?: ((item: T) => void) | null,
   onItemRemove?: ((item: T) => void) | null,
 ): [(item: T, instance: HTMLElement) => void, () => void, CacheMap, Ref<Symbol>] {
   const instance = new Map<VNodeProps['key'], HTMLElement>();
-  const heights = shallowRef({});
+  let heights = new Map();
   const updatedMark = ref(Symbol('update'));
   watch(mergedData, () => {
-    heights.value = {};
+    heights = new Map();
     updatedMark.value = Symbol('update');
   });
   let heightUpdateId = 0;
@@ -28,10 +28,10 @@ export default function useHeights<T>(
       instance.forEach((element, key) => {
         if (element && element.offsetParent) {
           const { offsetHeight } = element;
-          if (heights.value[key!] !== offsetHeight) {
+          if (heights.get(key) !== offsetHeight) {
             //changed = true;
             updatedMark.value = Symbol('update');
-            heights.value[key!] = element.offsetHeight;
+            heights.set(key, element.offsetHeight);
           }
         }
       });
diff --git a/components/vc-virtual-list/hooks/useScrollTo.tsx b/components/vc-virtual-list/hooks/useScrollTo.tsx
index dd6bbb25a..8db88a123 100644
--- a/components/vc-virtual-list/hooks/useScrollTo.tsx
+++ b/components/vc-virtual-list/hooks/useScrollTo.tsx
@@ -1,12 +1,12 @@
-import type { Data } from '../../_util/type';
-import type { ComputedRef, Ref } from 'vue';
+import type { ShallowRef, Ref } from 'vue';
 import raf from '../../_util/raf';
 import type { GetKey } from '../interface';
+import type { CacheMap } from './useHeights';
 
 export default function useScrollTo(
   containerRef: Ref<Element | undefined>,
-  mergedData: ComputedRef<any[]>,
-  heights: Ref<Data>,
+  mergedData: ShallowRef<any[]>,
+  heights: CacheMap,
   props,
   getKey: GetKey,
   collectHeight: () => void,
@@ -58,11 +58,10 @@ export default function useScrollTo(
           let itemBottom = 0;
 
           const maxLen = Math.min(data.length, index);
-
           for (let i = 0; i <= maxLen; i += 1) {
             const key = getKey(data[i]);
             itemTop = stackTop;
-            const cacheHeight = heights.value[key!];
+            const cacheHeight = heights.get(key);
             itemBottom = itemTop + (cacheHeight === undefined ? itemHeight : cacheHeight);
 
             stackTop = itemBottom;
@@ -71,7 +70,7 @@ export default function useScrollTo(
               needCollectHeight = true;
             }
           }
-
+          const scrollTop = containerRef.value.scrollTop;
           // Scroll to
           let targetTop: number | null = null;
 
@@ -84,7 +83,6 @@ export default function useScrollTo(
               break;
 
             default: {
-              const { scrollTop } = containerRef.value;
               const scrollBottom = scrollTop + height;
               if (itemTop < scrollTop) {
                 newTargetAlign = 'top';
@@ -94,7 +92,7 @@ export default function useScrollTo(
             }
           }
 
-          if (targetTop !== null && targetTop !== containerRef.value.scrollTop) {
+          if (targetTop !== null && targetTop !== scrollTop) {
             syncScrollTop(targetTop);
           }
         }