diff --git a/src/components/cache/RecognitionCachePanel.vue b/src/components/cache/RecognitionCachePanel.vue
index 58568d4a..932a6fe1 100644
--- a/src/components/cache/RecognitionCachePanel.vue
+++ b/src/components/cache/RecognitionCachePanel.vue
@@ -5,6 +5,7 @@ import { useI18n } from 'vue-i18n'
 import api from '@/api'
 import type { ApiResponse, RecognitionCacheData, RecognitionCacheItem } from '@/api/types'
 import { useConfirm } from '@/composables/useConfirm'
+import ProgressiveCardGrid from '@/components/misc/ProgressiveCardGrid.vue'
 import { useGlobalSettingsStore } from '@/stores'
 import { getDisplayImageUrl } from '@/utils/imageUtils'
 
@@ -13,7 +14,6 @@ type InfiniteScrollStatus = 'ok' | 'empty' | 'loading' | 'error'
 type RecognitionCacheSource = 'tmdb' | 'douban'
 
 const MOBILE_CACHE_PAGE_SIZE = 20
-const MOBILE_CACHE_ITEM_HEIGHT = 144
 
 const { t } = useI18n()
 const display = useDisplay()
@@ -74,8 +74,7 @@ const filteredData = computed(() => {
       !keyword ||
       [item.key, item.title, item.year, getRecognitionId(item)].some(value => value.toLowerCase().includes(keyword))
     const matchesStatus =
-      statusFilter.value === 'all' ||
-      (statusFilter.value === 'recognized' ? isRecognized(item) : !isRecognized(item))
+      statusFilter.value === 'all' || (statusFilter.value === 'recognized' ? isRecognized(item) : !isRecognized(item))
     return matchesKeyword && matchesStatus
   })
 })
@@ -155,7 +154,9 @@ async function clearAllCache() {
 
 /** 请求当前识别数据源接口删除指定识别缓存。 */
 async function deleteCacheItem(key: string) {
-  const response = (await api.delete(`${recognitionCacheEndpoint.value}/${encodeURIComponent(key)}`)) as unknown as ApiResponse
+  const response = (await api.delete(
+    `${recognitionCacheEndpoint.value}/${encodeURIComponent(key)}`,
+  )) as unknown as ApiResponse
   if (!response.success) throw new Error(response.message)
 }
 
@@ -217,6 +218,11 @@ function isRecognized(item: RecognitionCacheItem): boolean {
   return Boolean(recognitionId && recognitionId !== '0')
 }
 
+/** 获取移动端识别缓存卡片的稳定渲染 key。 */
+function getRecognitionCacheItemKey(item: RecognitionCacheItem): string {
+  return item.key
+}
+
 /** 获取本地化的媒体类型名称。 */
 function getMediaTypeLabel(mediaType: string): string {
   if (mediaType === 'movie') return t('setting.cache.mediaType.movie')
@@ -359,14 +365,17 @@ watch(recognitionSource, () => {
 
         <template #empty />
 
-        <VVirtualScroll
+        <ProgressiveCardGrid
           v-if="mobileVisibleData.length > 0"
-          renderless
           :items="mobileVisibleData"
-          :item-height="MOBILE_CACHE_ITEM_HEIGHT"
+          :columns="1"
+          :gap="10"
+          :estimated-item-height="152"
+          :overscan-rows="5"
+          :get-item-key="getRecognitionCacheItemKey"
         >
-          <template #default="{ item, itemRef }">
-            <article :ref="itemRef" :key="item.key" class="recognition-cache-mobile-item">
+          <template #default="{ item }">
+            <article class="recognition-cache-mobile-item">
               <div class="recognition-cache-poster">
                 <VImg v-if="getPosterUrl(item)" :src="getPosterUrl(item)" :alt="item.title || item.key" cover />
                 <VIcon v-else icon="mdi-image-off-outline" size="28" />
@@ -398,7 +407,7 @@ watch(recognitionSource, () => {
               </VBtn>
             </article>
           </template>
-        </VVirtualScroll>
+        </ProgressiveCardGrid>
       </VInfiniteScroll>
 
       <div v-else class="cache-panel-empty">
@@ -478,9 +487,9 @@ watch(recognitionSource, () => {
   display: flex;
   flex: 1 1 auto;
   flex-direction: column;
-  min-block-size: 0;
   padding: 20px;
   gap: 16px;
+  min-block-size: 0;
 }
 
 .cache-panel-toolbar {
@@ -503,10 +512,11 @@ watch(recognitionSource, () => {
   border-radius: var(--app-surface-radius);
   background: var(--app-grouped-list-background);
   box-shadow: var(--app-surface-shadow);
+  gap: 10px;
   min-block-size: 58px;
   min-inline-size: 126px;
-  padding: 10px 14px;
-  gap: 10px;
+  padding-block: 10px;
+  padding-inline: 14px;
 }
 
 .cache-panel-stat strong,
@@ -521,9 +531,9 @@ watch(recognitionSource, () => {
 }
 
 .cache-panel-stat span {
-  margin-block-start: 3px;
   color: rgba(var(--v-theme-on-surface), 0.58);
   font-size: 12px;
+  margin-block-start: 3px;
 }
 
 .cache-panel-stat--primary {
@@ -597,23 +607,23 @@ watch(recognitionSource, () => {
 }
 
 .recognition-cache-table__key {
-  max-inline-size: 36rem;
   color: rgba(var(--v-theme-on-surface), 0.68);
   font-family: monospace;
   font-size: 12px;
+  max-inline-size: 36rem;
   overflow-wrap: anywhere;
 }
 
 .recognition-cache-result {
   display: flex;
-  align-items: center;
   flex-wrap: wrap;
+  align-items: center;
   gap: 6px;
 }
 
 .recognition-cache-result strong {
-  inline-size: 100%;
   color: rgba(var(--v-theme-on-surface), 0.88);
+  inline-size: 100%;
 }
 
 .recognition-cache-result span {
@@ -623,14 +633,14 @@ watch(recognitionSource, () => {
 
 .cache-panel-empty {
   display: flex;
+  flex-direction: column;
   align-items: center;
   justify-content: center;
-  flex-direction: column;
-  min-block-size: 14rem;
   padding: 24px;
   color: rgba(var(--v-theme-on-surface), 0.48);
-  text-align: center;
   gap: 8px;
+  min-block-size: 14rem;
+  text-align: center;
 }
 
 .cache-panel-empty strong {
@@ -639,15 +649,16 @@ watch(recognitionSource, () => {
 }
 
 .cache-panel-empty span {
-  max-inline-size: 30rem;
   font-size: 13px;
+  max-inline-size: 30rem;
 }
 
-@media (max-width: 959.98px) {
+@media (width <= 959.98px) {
   .recognition-cache-panel {
-    overflow-y: auto;
     block-size: 100%;
-    padding: 14px 16px calc(18px + env(safe-area-inset-bottom));
+    overflow-y: auto;
+    padding-block: 14px calc(18px + env(safe-area-inset-bottom));
+    padding-inline: 16px;
   }
 
   .cache-panel-toolbar {
@@ -662,12 +673,12 @@ watch(recognitionSource, () => {
   }
 
   .cache-panel-stat {
-    align-items: center;
     flex-direction: row;
-    min-block-size: 92px;
-    min-inline-size: 0;
+    align-items: center;
     padding: 18px;
     gap: 14px;
+    min-block-size: 92px;
+    min-inline-size: 0;
   }
 
   .cache-panel-stat strong {
@@ -678,9 +689,9 @@ watch(recognitionSource, () => {
   }
 
   .cache-panel-stat span {
-    margin-block-start: 8px;
     font-size: 14px;
     font-weight: 600;
+    margin-block-start: 8px;
   }
 
   .cache-panel-filters {
@@ -693,9 +704,9 @@ watch(recognitionSource, () => {
   }
 
   .cache-panel-filter :deep(.v-field__input) {
-    min-block-size: 54px;
     color: rgba(var(--v-theme-on-surface), 0.72);
     font-size: 16px;
+    min-block-size: 54px;
   }
 
   .recognition-cache-mobile-scroll {
@@ -704,8 +715,8 @@ watch(recognitionSource, () => {
   }
 
   .recognition-cache-mobile-scroll :deep(.v-infinite-scroll__container),
-  .recognition-cache-mobile-scroll :deep(.v-virtual-scroll),
-  .recognition-cache-mobile-scroll :deep(.v-virtual-scroll__container) {
+  .recognition-cache-mobile-scroll :deep(.progressive-card-grid),
+  .recognition-cache-mobile-scroll :deep(.progressive-card-grid__track) {
     overflow: visible !important;
   }
 
@@ -715,28 +726,27 @@ watch(recognitionSource, () => {
 
   .cache-panel-load-state {
     display: flex;
+    flex-direction: column;
     align-items: center;
     justify-content: center;
-    flex-direction: column;
-    min-block-size: 70px;
     color: rgba(var(--v-theme-on-surface), 0.58);
     font-size: 15px;
     font-weight: 700;
     gap: 8px;
+    min-block-size: 70px;
   }
 
   .recognition-cache-mobile-item {
     display: grid;
     align-items: start;
+    padding: 12px;
     border: var(--app-surface-border);
     border-radius: var(--app-surface-radius);
     backdrop-filter: var(--app-grouped-list-backdrop-filter);
     background: var(--app-grouped-list-background);
     box-shadow: var(--app-surface-shadow);
-    grid-template-columns: 54px minmax(0, 1fr) 36px;
-    margin-block-end: 10px;
-    padding: 12px;
     gap: 12px;
+    grid-template-columns: 54px minmax(0, 1fr) 36px;
   }
 
   .recognition-cache-poster {
@@ -757,25 +767,25 @@ watch(recognitionSource, () => {
 
   .recognition-cache-mobile-item__meta {
     display: flex;
-    align-items: center;
     flex-wrap: wrap;
-    margin-block-start: 7px;
+    align-items: center;
     color: rgba(var(--v-theme-on-surface), 0.58);
     font-size: 12px;
     gap: 7px;
+    margin-block-start: 7px;
   }
 
   .recognition-cache-mobile-item__key {
-    margin-block-start: 8px;
     color: rgba(var(--v-theme-on-surface), 0.48);
     font-family: monospace;
     font-size: 11px;
     line-height: 1.35;
+    margin-block-start: 8px;
     overflow-wrap: anywhere;
   }
 }
 
-@media (max-width: 374.98px) {
+@media (width <= 374.98px) {
   .recognition-cache-panel {
     padding-inline: 12px;
   }
diff --git a/src/views/reorganize/TransferHistoryView.vue b/src/views/reorganize/TransferHistoryView.vue
index 00128c19..6a4d966f 100644
--- a/src/views/reorganize/TransferHistoryView.vue
+++ b/src/views/reorganize/TransferHistoryView.vue
@@ -12,6 +12,7 @@ import { useDisplay } from 'vuetify'
 import { formatFileSize } from '@/@core/utils/formatters'
 import { useI18n } from 'vue-i18n'
 import { usePWA } from '@/composables/usePWA'
+import ProgressiveCardGrid from '@/components/misc/ProgressiveCardGrid.vue'
 import { useDynamicButton, type DynamicButtonMenuItem } from '@/composables/useDynamicButton'
 import { useAvailableHeight } from '@/composables/useAvailableHeight'
 import { useBackground } from '@/composables/useBackground'
@@ -1092,6 +1093,11 @@ function isHistorySelected(item: TransferHistory) {
   return selectedIdSet.value.has(item.id)
 }
 
+// 获取移动端历史记录卡片的稳定渲染 key。
+function getMobileHistoryItemKey(item: TransferHistory) {
+  return item.id
+}
+
 // 批量设置历史记录选中状态，并按 ID 去重。
 function updateHistorySelection(items: readonly TransferHistory[], checked: boolean | null) {
   const itemIds = new Set(items.map(item => item.id))
@@ -1607,7 +1613,9 @@ onUnmounted(() => {
         :aria-label="
           mobileBatchMode ? t('transferHistory.actions.exitBatchSelect') : t('transferHistory.actions.batchSelect')
         "
-        :title="mobileBatchMode ? t('transferHistory.actions.exitBatchSelect') : t('transferHistory.actions.batchSelect')"
+        :title="
+          mobileBatchMode ? t('transferHistory.actions.exitBatchSelect') : t('transferHistory.actions.batchSelect')
+        "
         variant="text"
         class="settings-icon-button transfer-history-mobile-titlebar__batch"
         @click="toggleMobileBatchMode"
@@ -1649,15 +1657,17 @@ onUnmounted(() => {
       </template>
       <template #empty />
 
-      <VVirtualScroll
+      <ProgressiveCardGrid
         v-if="mobileDataList.length > 0"
-        renderless
         :items="mobileDataList"
-        :item-height="264"
+        :columns="1"
+        :gap="14"
+        :estimated-item-height="280"
+        :overscan-rows="5"
+        :get-item-key="getMobileHistoryItemKey"
       >
-        <template #default="{ item, itemRef }">
+        <template #default="{ item }">
           <article
-            :ref="itemRef"
             class="transfer-history-mobile-record"
             :class="{
               'transfer-history-mobile-record--batch': mobileBatchMode,
@@ -1680,7 +1690,12 @@ onUnmounted(() => {
                 </div>
               </div>
 
-              <VChip class="transfer-history-mobile-record__status" variant="tonal" :color="getHistoryStatusColor(item)" size="small">
+              <VChip
+                class="transfer-history-mobile-record__status"
+                variant="tonal"
+                :color="getHistoryStatusColor(item)"
+                size="small"
+              >
                 {{ getHistoryStatusText(item) }}
               </VChip>
 
@@ -1753,7 +1768,7 @@ onUnmounted(() => {
             </div>
           </article>
         </template>
-      </VVirtualScroll>
+      </ProgressiveCardGrid>
     </VInfiniteScroll>
 
     <div v-if="mobileDataList.length === 0 && isRefreshed && !mobileLoading" class="transfer-history-mobile-empty">
@@ -1821,17 +1836,18 @@ onUnmounted(() => {
   --transfer-history-mobile-surface-blur: none;
 
   display: flex;
-  min-block-size: 100%;
   flex-direction: column;
   gap: 1rem;
-  padding: 0.25rem 0.35rem 1.25rem;
+  min-block-size: 100%;
+  padding-block: 0.25rem 1.25rem;
+  padding-inline: 0.35rem;
 }
 
 .transfer-history-mobile-titlebar {
   display: flex;
   align-items: center;
-  gap: 0.5rem;
   justify-content: space-between;
+  gap: 0.5rem;
 }
 
 .transfer-history-mobile-title {
@@ -1862,13 +1878,13 @@ onUnmounted(() => {
 }
 
 .transfer-history-mobile-scroll {
-  min-block-size: 22rem;
   overflow: visible !important;
+  min-block-size: 22rem;
 }
 
 .transfer-history-mobile-scroll :deep(.v-infinite-scroll__container),
-.transfer-history-mobile-scroll :deep(.v-virtual-scroll),
-.transfer-history-mobile-scroll :deep(.v-virtual-scroll__container) {
+.transfer-history-mobile-scroll :deep(.progressive-card-grid),
+.transfer-history-mobile-scroll :deep(.progressive-card-grid__track) {
   overflow: visible !important;
 }
 
@@ -1889,9 +1905,9 @@ onUnmounted(() => {
 }
 
 .transfer-history-mobile-empty {
-  min-block-size: 18rem;
   flex-direction: column;
   gap: 0.75rem;
+  min-block-size: 18rem;
 }
 
 .transfer-history-mobile-record {
@@ -1911,16 +1927,13 @@ onUnmounted(() => {
   outline-offset: -2px;
 }
 
-.transfer-history-mobile-record + .transfer-history-mobile-record {
-  margin-block-start: 0.875rem;
-}
-
 .transfer-history-mobile-record__header {
   display: grid;
   align-items: start;
   gap: 0.75rem;
   grid-template-columns: 3rem minmax(0, 1fr) auto 2rem;
-  padding: 1rem 0.85rem 0.75rem 1rem;
+  padding-block: 1rem 0.75rem;
+  padding-inline: 1rem 0.85rem;
 }
 
 .transfer-history-mobile-record__avatar {
@@ -1963,13 +1976,11 @@ onUnmounted(() => {
 }
 
 .transfer-history-mobile-record__menu {
-  align-self: start;
-  justify-self: end;
+  place-self: start end;
 }
 
 .transfer-history-mobile-record__checkbox {
-  align-self: start;
-  justify-self: end;
+  place-self: start end;
   margin-block-start: -0.35rem;
   margin-inline-end: -0.35rem;
 }
@@ -1981,9 +1992,10 @@ onUnmounted(() => {
 .transfer-history-mobile-record__meta {
   display: flex;
   align-items: center;
-  padding: 0 1rem 0.85rem 1rem;
   gap: 0.65rem;
   overflow-x: auto;
+  padding-block: 0 0.85rem;
+  padding-inline: 1rem;
   scrollbar-width: none;
   white-space: nowrap;
 }
@@ -2011,14 +2023,15 @@ onUnmounted(() => {
 .transfer-history-mobile-record__paths {
   display: grid;
   border: 0;
-  border-block-start: 1px solid rgba(var(--v-theme-on-surface), 0.08);
   background: transparent;
+  border-block-start: 1px solid rgba(var(--v-theme-on-surface), 0.08);
   color: inherit;
   cursor: pointer;
   gap: 0.45rem;
   grid-template-columns: 1fr;
   inline-size: 100%;
-  padding: 0.85rem 1rem 0.95rem;
+  padding-block: 0.85rem 0.95rem;
+  padding-inline: 1rem;
   text-align: start;
 }
 
@@ -2032,15 +2045,15 @@ onUnmounted(() => {
 .transfer-history-mobile-record__path-arrow {
   display: flex;
   align-items: center;
+  justify-content: center;
   color: rgba(var(--v-theme-on-surface), var(--v-medium-emphasis-opacity));
   inline-size: var(--transfer-history-mobile-storage-width);
-  justify-content: center;
   padding-inline-start: 0.5rem;
 }
 
 .transfer-history-mobile-record__storage {
   display: inline-flex;
-  max-inline-size: 100%;
+  overflow: hidden;
   align-items: center;
   justify-content: center;
   border-radius: 6px;
@@ -2048,8 +2061,8 @@ onUnmounted(() => {
   color: rgba(var(--v-theme-on-surface), var(--v-medium-emphasis-opacity));
   font-size: 0.75rem;
   line-height: 1.4;
+  max-inline-size: 100%;
   min-block-size: 1.55rem;
-  overflow: hidden;
   padding-block: 0.125rem;
   padding-inline: 0.425rem;
   text-overflow: ellipsis;
@@ -2082,9 +2095,11 @@ onUnmounted(() => {
   font-weight: 650;
   gap: 0.5rem;
   line-height: 1.45;
-  margin: 0 1rem 1rem;
+  margin-block: 0 1rem;
+  margin-inline: 1rem;
   overflow-wrap: anywhere;
-  padding: 0.65rem 0.75rem;
+  padding-block: 0.65rem;
+  padding-inline: 0.75rem;
 }
 
 html[data-theme='transparent'] .transfer-history-mobile-page,
diff --git a/src/views/system/CacheView.vue b/src/views/system/CacheView.vue
index 74dcb43e..faf2cba7 100644
--- a/src/views/system/CacheView.vue
+++ b/src/views/system/CacheView.vue
@@ -9,6 +9,7 @@ import { useGlobalSettingsStore } from '@/stores'
 import { usePWA } from '@/composables/usePWA'
 import { openSharedDialog } from '@/composables/useSharedDialog'
 import { useDisplay } from 'vuetify'
+import ProgressiveCardGrid from '@/components/misc/ProgressiveCardGrid.vue'
 import RecognitionCachePanel from '@/components/cache/RecognitionCachePanel.vue'
 
 const CacheReidentifyDialog = defineAsyncComponent(() => import('@/components/dialog/CacheReidentifyDialog.vue'))
@@ -446,14 +447,17 @@ watch([titleFilter, siteFilter], () => {
 
             <template #empty />
 
-            <VVirtualScroll
+            <ProgressiveCardGrid
               v-if="mobileVisibleData.length > 0"
-              renderless
               :items="mobileVisibleData"
-              :item-height="156"
+              :columns="1"
+              :gap="12"
+              :estimated-item-height="168"
+              :overscan-rows="5"
+              :get-item-key="getMobileCacheItemKey"
             >
-              <template #default="{ item, index, itemRef }">
-                <article :ref="itemRef" :key="getMobileCacheItemKey(item, index)" class="cache-mobile-card">
+              <template #default="{ item }">
+                <article class="cache-mobile-card">
                   <div class="cache-mobile-card__poster">
                     <VChip
                       v-if="item.media_type"
@@ -540,7 +544,7 @@ watch([titleFilter, siteFilter], () => {
                   </VMenu>
                 </article>
               </template>
-            </VVirtualScroll>
+            </ProgressiveCardGrid>
           </VInfiniteScroll>
 
           <div v-else class="cache-mobile-empty">
@@ -1015,8 +1019,8 @@ watch([titleFilter, siteFilter], () => {
 }
 
 .cache-mobile-scroll :deep(.v-infinite-scroll__container),
-.cache-mobile-scroll :deep(.v-virtual-scroll),
-.cache-mobile-scroll :deep(.v-virtual-scroll__container) {
+.cache-mobile-scroll :deep(.progressive-card-grid),
+.cache-mobile-scroll :deep(.progressive-card-grid__track) {
   overflow: visible !important;
 }
 
@@ -1037,7 +1041,6 @@ watch([titleFilter, siteFilter], () => {
   box-shadow: var(--app-surface-shadow);
   gap: 14px;
   grid-template-columns: 72px minmax(0, 1fr);
-  margin-block-end: 12px;
 }
 
 .cache-mobile-card__poster {