diff --git a/components/tag/CheckableTag.tsx b/components/tag/CheckableTag.tsx
index 331e3a500..d95aeb222 100644
--- a/components/tag/CheckableTag.tsx
+++ b/components/tag/CheckableTag.tsx
@@ -1,40 +1,45 @@
-import { inject, CSSProperties, SetupContext } from 'vue';
+import { inject, defineComponent, PropType } from 'vue';
 import classNames from '../_util/classNames';
 import { defaultConfigProvider } from '../config-provider';
+import PropTypes from '../_util/vue-types';
 
-export interface CheckableTagProps {
-  prefixCls?: string;
-  class?: string;
-  style?: CSSProperties;
-  checked: boolean;
-  onChange?: (checked: boolean) => void;
-  onClick?: (e: MouseEvent) => void;
-}
+const CheckableTag = defineComponent({
+  name: 'ACheckableTag',
+  props: {
+    prefixCls: PropTypes.string,
+    checked: PropTypes.bool,
+    onChange: {
+      type: Function as PropType<(checked: boolean) => void>,
+    },
+    onClick: {
+      type: Function as PropType<(e: MouseEvent) => void>,
+    },
+  },
+  emits: ['update:checked', 'change', 'click'],
+  setup(props, { slots, emit }) {
+    const { getPrefixCls } = inject('configProvider', defaultConfigProvider);
+    const handleClick = (e: MouseEvent) => {
+      const { checked } = props;
+      emit('update:checked', !checked);
+      emit('change', !checked);
+      emit('click', e);
+    };
 
-const CheckableTag = (props: CheckableTagProps, { slots }: SetupContext) => {
-  const { getPrefixCls } = inject('configProvider', defaultConfigProvider);
-  const handleClick = (e: MouseEvent) => {
-    const { checked, onChange, onClick } = props;
-    if (onChange) {
-      onChange(!checked);
-    }
-    if (onClick) {
-      onClick(e);
-    }
-  };
+    return () => {
+      const { checked, prefixCls: customizePrefixCls } = props;
+      const prefixCls = getPrefixCls('tag', customizePrefixCls);
+      const cls = classNames(prefixCls, {
+        [`${prefixCls}-checkable`]: true,
+        [`${prefixCls}-checkable-checked`]: checked,
+      });
 
-  const { prefixCls: customizePrefixCls, checked } = props;
-  const prefixCls = getPrefixCls('tag', customizePrefixCls);
-  const cls = classNames(prefixCls, {
-    [`${prefixCls}-checkable`]: true,
-    [`${prefixCls}-checkable-checked`]: checked,
-  });
-
-  return (
-    <span class={cls} onClick={handleClick}>
-      {slots.default?.()}
-    </span>
-  );
-};
+      return (
+        <span class={cls} onClick={handleClick}>
+          {slots.default?.()}
+        </span>
+      );
+    };
+  },
+});
 
 export default CheckableTag;
diff --git a/components/tag/index.tsx b/components/tag/index.tsx
index 8a55e234d..3a3380c81 100644
--- a/components/tag/index.tsx
+++ b/components/tag/index.tsx
@@ -1,15 +1,6 @@
-import {
-  inject,
-  ref,
-  HTMLAttributes,
-  defineComponent,
-  SetupContext,
-  App,
-  VNodeTypes,
-  CSSProperties,
-} from 'vue';
+import { inject, ref, HTMLAttributes, defineComponent, App, VNodeTypes, watchEffect } from 'vue';
 import classNames from '../_util/classNames';
-import omit from 'omit.js';
+import PropTypes from '../_util/vue-types';
 import CloseOutlined from '@ant-design/icons-vue/CloseOutlined';
 import Wave from '../_util/wave';
 import {
@@ -27,11 +18,9 @@ const PresetStatusColorRegex = new RegExp(`^(${PresetStatusColorTypes.join('|')}
 
 export interface TagProps extends HTMLAttributes {
   prefixCls?: string;
-  class?: string;
   color?: LiteralUnion<PresetColorType | PresetStatusColorType, string>;
   closable?: boolean;
   closeIcon?: VNodeTypes;
-  style?: CSSProperties;
   visible?: boolean;
   onClose?: (e: MouseEvent) => void;
   icon?: VNodeTypes;
@@ -39,50 +28,48 @@ export interface TagProps extends HTMLAttributes {
 
 const Tag = defineComponent({
   name: 'ATag',
-  inheritAttrs: false,
-  setup(_: TagProps, { slots, attrs }: SetupContext) {
+  emits: ['update:visible', 'close'],
+  setup(props: TagProps, { slots, emit, attrs }) {
     const { getPrefixCls } = inject('configProvider', defaultConfigProvider);
 
     const visible = ref(true);
-    const props = attrs as TagProps;
+
+    watchEffect(() => {
+      if (props.visible !== undefined) {
+        visible.value = props.visible!;
+      }
+    });
+
+    const handleCloseClick = (e: MouseEvent) => {
+      e.stopPropagation();
+      emit('update:visible', false);
+      emit('close', e);
+
+      if (e.defaultPrevented) {
+        return;
+      }
+      if (props.visible === undefined) {
+        visible.value = false;
+      }
+    };
+
+    const isPresetColor = (): boolean => {
+      const { color } = props;
+      if (!color) {
+        return false;
+      }
+      return PresetColorRegex.test(color) || PresetStatusColorRegex.test(color);
+    };
 
     return () => {
       const {
         prefixCls: customizePrefixCls,
         icon,
         color,
-        closeIcon,
-        class: className,
-        style = {},
+        closeIcon = slots.closeIcon?.(),
         closable = false,
-        ...restProps
       } = props;
 
-      if ('visible' in props) {
-        visible.value = props.visible!;
-      }
-
-      const handleCloseClick = (e: MouseEvent) => {
-        e.stopPropagation();
-        if (props.onClose) {
-          props.onClose(e);
-        }
-
-        if (e.defaultPrevented) {
-          return;
-        }
-        if (!('visible' in props)) {
-          visible.value = false;
-        }
-      };
-
-      const isPresetColor = (): boolean => {
-        if (!color) {
-          return false;
-        }
-        return PresetColorRegex.test(color) || PresetStatusColorRegex.test(color);
-      };
-
       const presetColor = isPresetColor();
       const prefixCls = getPrefixCls('tag', customizePrefixCls);
 
@@ -101,20 +88,14 @@ const Tag = defineComponent({
 
       const tagStyle = {
         backgroundColor: color && !isPresetColor() ? color : undefined,
-        ...style,
       };
 
-      const tagClassName = classNames(
-        prefixCls,
-        {
-          [`${prefixCls}-${color}`]: presetColor,
-          [`${prefixCls}-has-color`]: color && !presetColor,
-          [`${prefixCls}-hidden`]: !visible.value,
-        },
-        className,
-      );
+      const tagClassName = classNames(prefixCls, {
+        [`${prefixCls}-${color}`]: presetColor,
+        [`${prefixCls}-has-color`]: color && !presetColor,
+        [`${prefixCls}-hidden`]: !visible.value,
+      });
 
-      const tagProps = omit(restProps, ['visible']);
       const iconNode = icon || null;
       const children = slots.default?.();
       const kids = iconNode ? (
@@ -126,10 +107,10 @@ const Tag = defineComponent({
         children
       );
 
-      const isNeedWave = 'onClick' in props;
+      const isNeedWave = 'onClick' in attrs;
 
       const tagNode = (
-        <span {...tagProps} class={tagClassName} style={tagStyle}>
+        <span v-show={visible.value} class={tagClassName} style={tagStyle}>
           {kids}
           {renderCloseIcon()}
         </span>
@@ -140,6 +121,19 @@ const Tag = defineComponent({
   },
 });
 
+Tag.props = {
+  prefixCls: PropTypes.string,
+  color: PropTypes.string,
+  closable: PropTypes.bool.def(false),
+  closeIcon: PropTypes.any,
+  visible: {
+    type: Boolean,
+    default: undefined,
+  },
+  onClose: PropTypes.func,
+  icon: PropTypes.any,
+};
+
 Tag.CheckableTag = CheckableTag;
 
 Tag.install = (app: App) => {