diff --git a/components/segmented/src/MotionThumb.tsx b/components/segmented/src/MotionThumb.tsx
index 2f59f87a0..6f92d3ccd 100644
--- a/components/segmented/src/MotionThumb.tsx
+++ b/components/segmented/src/MotionThumb.tsx
@@ -1,6 +1,5 @@
-import { addClass, removeClass } from '../../vc-util/Dom/class';
-import type { CSSProperties, Ref, TransitionProps } from 'vue';
-import { onBeforeUnmount, nextTick, Transition, watch, defineComponent, computed, ref } from 'vue';
+import type { CSSProperties, Ref } from 'vue';
+import { onBeforeUnmount, nextTick, watch, defineComponent, computed, ref } from 'vue';
 import { anyType } from '../../_util/type';
 import type { SegmentedValue } from './segmented';
 
@@ -61,6 +60,37 @@ const MotionThumb = defineComponent({
     const prevStyle = ref<ThumbRect>(null);
     const nextStyle = ref<ThumbRect>(null);
 
+    const thumbStart = computed(() =>
+      props.direction === 'rtl'
+        ? toPX(-(prevStyle.value?.right as number))
+        : toPX(prevStyle.value?.left as number),
+    );
+    const thumbActive = computed(() =>
+      props.direction === 'rtl'
+        ? toPX(-(nextStyle.value?.right as number))
+        : toPX(nextStyle.value?.left as number),
+    );
+
+    const mergedStyle = computed<CSSProperties>(() => ({
+      '--thumb-start-left': thumbStart.value,
+      '--thumb-start-width': toPX(prevStyle.value?.width),
+      '--thumb-active-left': thumbActive.value,
+      '--thumb-active-width': toPX(nextStyle.value?.width),
+    }));
+
+    // 监听过渡结束
+    const onTransitionEnd = (e: TransitionEvent) => {
+      if (e.propertyName !== 'transform' && e.propertyName !== 'width') return;
+
+      if (thumbRef.value) {
+        thumbRef.value.removeEventListener('transitionend', onTransitionEnd);
+      }
+
+      prevStyle.value = null;
+      nextStyle.value = null;
+      emit('motionEnd');
+    };
+
     watch(
       () => props.value,
       (value, prevValue) => {
@@ -73,66 +103,36 @@ const MotionThumb = defineComponent({
         prevStyle.value = calcPrevStyle;
         nextStyle.value = calcNextStyle;
 
-        if (prev && next) {
-          emit('motionStart');
-        } else {
-          emit('motionEnd');
-        }
+        nextTick(() => {
+          if (prev && next) {
+            if (thumbRef.value) {
+              // 使用 CSS 变量设置初始位置
+              thumbRef.value.style.transform = `translateX(var(--thumb-start-left))`;
+              thumbRef.value.style.width = `var(--thumb-start-width)`;
+
+              // 强制重排
+              thumbRef.value.offsetHeight;
+
+              thumbRef.value.style.transform = `translateX(var(--thumb-active-left))`;
+              thumbRef.value.style.width = `var(--thumb-active-width)`;
+
+              emit('motionStart');
+
+              thumbRef.value.addEventListener('transitionend', onTransitionEnd);
+            }
+          } else {
+            emit('motionEnd');
+          }
+        });
       },
       { flush: 'post' },
     );
 
-    const thumbStart = computed(() =>
-      props.direction === 'rtl'
-        ? toPX(-(prevStyle.value?.right as number))
-        : toPX(prevStyle.value?.left as number),
-    );
-    const thumbActive = computed(() =>
-      props.direction === 'rtl'
-        ? toPX(-(nextStyle.value?.right as number))
-        : toPX(nextStyle.value?.left as number),
-    );
-
-    // =========================== Motion ===========================
-    let timeid: any;
-    const onAppearStart: TransitionProps['onBeforeEnter'] = (el: HTMLDivElement) => {
-      clearTimeout(timeid);
-      nextTick(() => {
-        if (el) {
-          el.style.transform = `translateX(var(--thumb-start-left))`;
-          el.style.width = `var(--thumb-start-width)`;
-        }
-      });
-    };
-
-    const onAppearActive: TransitionProps['onEnter'] = (el: HTMLDivElement) => {
-      timeid = setTimeout(() => {
-        if (el) {
-          addClass(el, `${props.motionName}-appear-active`);
-          el.style.transform = `translateX(var(--thumb-active-left))`;
-          el.style.width = `var(--thumb-active-width)`;
-        }
-      });
-    };
-    const onAppearEnd: TransitionProps['onAfterEnter'] = (el: HTMLDivElement) => {
-      prevStyle.value = null;
-      nextStyle.value = null;
-      if (el) {
-        el.style.transform = null;
-        el.style.width = null;
-        removeClass(el, `${props.motionName}-appear-active`);
-      }
-      emit('motionEnd');
-    };
-    const mergedStyle = computed<CSSProperties>(() => ({
-      '--thumb-start-left': thumbStart.value,
-      '--thumb-start-width': toPX(prevStyle.value?.width),
-      '--thumb-active-left': thumbActive.value,
-      '--thumb-active-width': toPX(nextStyle.value?.width),
-    }));
+    // 清理事件监听
     onBeforeUnmount(() => {
-      clearTimeout(timeid);
+      thumbRef.value?.removeEventListener('transitionend', onTransitionEnd);
     });
+
     return () => {
       // It's little ugly which should be refactor when @umi/test update to latest jsdom
       const motionProps = {
@@ -145,16 +145,7 @@ const MotionThumb = defineComponent({
         (motionProps as any)['data-test-style'] = JSON.stringify(mergedStyle.value);
       }
 
-      return (
-        <Transition
-          appear
-          onBeforeEnter={onAppearStart}
-          onEnter={onAppearActive}
-          onAfterEnter={onAppearEnd}
-        >
-          {!prevStyle.value || !nextStyle.value ? null : <div {...motionProps}></div>}
-        </Transition>
-      );
+      return !prevStyle.value || !nextStyle.value ? null : <div {...motionProps}></div>;
     };
   },
 });
diff --git a/components/segmented/style/index.ts b/components/segmented/style/index.ts
index 9235959cd..db266e765 100644
--- a/components/segmented/style/index.ts
+++ b/components/segmented/style/index.ts
@@ -144,6 +144,8 @@ const genSegmentedStyle: GenerateStyle<SegmentedToken> = (token: SegmentedToken)
         height: '100%',
         padding: `${token.paddingXXS}px 0`,
         borderRadius: token.borderRadiusSM,
+        transition: `transform ${token.motionDurationSlow} ${token.motionEaseInOut}, width ${token.motionDurationSlow} ${token.motionEaseInOut}`,
+        willChange: 'transform, width',
 
         [`& ~ ${componentCls}-item:not(${componentCls}-item-selected):not(${componentCls}-item-disabled)::after`]:
           {
@@ -180,12 +182,6 @@ const genSegmentedStyle: GenerateStyle<SegmentedToken> = (token: SegmentedToken)
       // disabled styles
       ...getItemDisabledStyle(`&-disabled ${componentCls}-item`, token),
       ...getItemDisabledStyle(`${componentCls}-item-disabled`, token),
-
-      // transition effect when `appear-active`
-      [`${componentCls}-thumb-motion-appear-active`]: {
-        transition: `transform ${token.motionDurationSlow} ${token.motionEaseInOut}, width ${token.motionDurationSlow} ${token.motionEaseInOut}`,
-        willChange: 'transform, width',
-      },
     },
   };
 };