diff --git a/components/date-picker/__tests__/QuarterPicker.test.js b/components/date-picker/__tests__/QuarterPicker.test.js
index 6be242612..d9e72a988 100644
--- a/components/date-picker/__tests__/QuarterPicker.test.js
+++ b/components/date-picker/__tests__/QuarterPicker.test.js
@@ -14,4 +14,20 @@ describe('QuarterPicker', () => {
     });
     expect(wrapper.html()).toMatchSnapshot();
   });
+
+  it('test QuarterPicker valueFormat', async () => {
+    const case1 = '2023-1';
+    const wrapper = mount(DatePicker, {
+      props: {
+        picker: 'quarter',
+        format: 'YYYY-Q',
+        valueFormat: 'YYYY-Q',
+        value: case1,
+      },
+      sync: false,
+      attachTo: 'body',
+    });
+    const input = wrapper.find('input');
+    expect(input.element.value).toBe(case1);
+  });
 });
diff --git a/components/date-picker/__tests__/RangePicker.test.js b/components/date-picker/__tests__/RangePicker.test.js
index 8ff8b9a52..c277035f4 100644
--- a/components/date-picker/__tests__/RangePicker.test.js
+++ b/components/date-picker/__tests__/RangePicker.test.js
@@ -69,4 +69,25 @@ describe('RangePicker', () => {
     await sleep();
     expect(wrapper.html()).toMatchSnapshot();
   });
+
+  fit('test WeekPicker valueFormat', async () => {
+    const case1 = ['2023-22', '2023-24'];
+    const case2 = ['2023-27', '2023-28'];
+    const wrapper = mount(RangePicker, {
+      props: {
+        picker: 'week',
+        format: 'YYYY-ww',
+        valueFormat: 'YYYY-ww',
+        value: case1,
+      },
+      sync: false,
+      attachTo: 'body',
+    });
+    const inputs = wrapper.findAll('input');
+    expect((inputs[0].element.value, inputs[1].element.value)).toBe((case1[0], case1[1]));
+    await asyncExpect(() => {
+      wrapper.setProps({ value: case2 });
+    });
+    expect((inputs[0].element.value, inputs[1].element.value)).toBe((case2[0], case2[1]));
+  });
 });
diff --git a/components/date-picker/generatePicker/generateRangePicker.tsx b/components/date-picker/generatePicker/generateRangePicker.tsx
index 4f9f4b10d..13e6f2a61 100644
--- a/components/date-picker/generatePicker/generateRangePicker.tsx
+++ b/components/date-picker/generatePicker/generateRangePicker.tsx
@@ -68,7 +68,7 @@ export default function generateRangePicker<DateType, ExtraProps = {}>(
       const maybeToStrings = (dates: DateType[]) => {
         return props.valueFormat ? generateConfig.toString(dates, props.valueFormat) : dates;
       };
-      const onChange = (dates: [DateType, DateType], dateStrings: [string, string]) => {
+      const onChange = (dates: RangeValue<DateType>, dateStrings: [string, string]) => {
         const values = maybeToStrings(dates);
         emit('update:value', values);
         emit('change', values, dateStrings);
diff --git a/components/vc-picker/generate/dayjs.ts b/components/vc-picker/generate/dayjs.ts
index ab817fda2..80266ff02 100644
--- a/components/vc-picker/generate/dayjs.ts
+++ b/components/vc-picker/generate/dayjs.ts
@@ -4,6 +4,7 @@ import weekday from 'dayjs/plugin/weekday';
 import localeData from 'dayjs/plugin/localeData';
 import weekOfYear from 'dayjs/plugin/weekOfYear';
 import weekYear from 'dayjs/plugin/weekYear';
+import quarterOfYear from 'dayjs/plugin/quarterOfYear';
 import advancedFormat from 'dayjs/plugin/advancedFormat';
 import customParseFormat from 'dayjs/plugin/customParseFormat';
 import type { GenerateConfig } from '.';
@@ -15,6 +16,7 @@ dayjs.extend(weekday);
 dayjs.extend(localeData);
 dayjs.extend(weekOfYear);
 dayjs.extend(weekYear);
+dayjs.extend(quarterOfYear);
 
 dayjs.extend((_o, c) => {
   // todo support Wo (ISO week)
@@ -105,6 +107,58 @@ const parseNoMatchNotice = () => {
   noteOnce(false, 'Not match any format. Please help to fire a issue about this.');
 };
 
+const advancedFormatRegex = /\[([^\]]+)]|Q|wo|ww|w|WW|W|zzz|z|gggg|GGGG|k{1,2}|S/g;
+
+function findTargetStr(val: string, index: number, segmentation: string) {
+  const items = [...new Set(val.split(segmentation))];
+  let idx = 0;
+  for (let i = 0; i < items.length; i++) {
+    const item = items[i];
+    idx += item.length;
+    if (idx > index) {
+      return item;
+    }
+    idx += segmentation.length;
+  }
+}
+
+const toDateWithValueFormat = (val: string | Dayjs, valueFormat: string) => {
+  if (dayjs.isDayjs(val)) {
+    return val;
+  }
+  const matchs = valueFormat.matchAll(advancedFormatRegex);
+  let baseDate = dayjs(val, valueFormat);
+  if (matchs === null) {
+    return baseDate;
+  }
+  for (const match of matchs) {
+    const origin = match[0];
+    const index = match['index'];
+
+    if (origin === 'Q') {
+      const segmentation = val.slice(index - 1, index);
+      const quarterStr = findTargetStr(val, index, segmentation).match(/\d+/)[0];
+      baseDate = baseDate.quarter(parseInt(quarterStr));
+    }
+
+    if (origin.toLowerCase() === 'wo') {
+      const segmentation = val.slice(index - 1, index);
+      const weekStr = findTargetStr(val, index, segmentation).match(/\d+/)[0];
+      baseDate = baseDate.week(parseInt(weekStr));
+    }
+
+    if (origin.toLowerCase() === 'ww') {
+      baseDate = baseDate.week(parseInt(val.slice(index, index + origin.length)));
+    }
+
+    if (origin.toLowerCase() === 'w') {
+      baseDate = baseDate.week(parseInt(val.slice(index, index + origin.length + 1)));
+    }
+  }
+
+  return baseDate;
+};
+
 const generateConfig: GenerateConfig<Dayjs> = {
   // get
   getNow: () => dayjs(),
@@ -177,13 +231,9 @@ const generateConfig: GenerateConfig<Dayjs> = {
 
   toDate: (value, valueFormat) => {
     if (Array.isArray(value)) {
-      return value.map((val: any) =>
-        typeof val === 'string' && val ? dayjs(val, valueFormat) : val || null,
-      ) as Dayjs[];
+      return value.map((val: any) => toDateWithValueFormat(val, valueFormat)) as Dayjs[];
     } else {
-      return (
-        typeof value === 'string' && value ? dayjs(value, valueFormat) : value || null
-      ) as Dayjs;
+      return toDateWithValueFormat(value, valueFormat) as Dayjs;
     }
   },
   toString: (value, valueFormat) => {