diff --git a/package.json b/package.json
index 5ddc5fb40..389d8ff37 100644
--- a/package.json
+++ b/package.json
@@ -71,6 +71,7 @@
     "rehype-parse": "9.0.0",
     "rehype-sanitize": "6.0.0",
     "rehype-stringify": "10.0.0",
+    "swiper": "11.1.4",
     "tailwind-merge": "2.3.0",
     "tailwindcss-animate": "1.0.7",
     "tldts": "6.1.23",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index cbcf1784d..41d9d126f 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -152,6 +152,9 @@ importers:
       rehype-stringify:
         specifier: 10.0.0
         version: 10.0.0
+      swiper:
+        specifier: 11.1.4
+        version: 11.1.4
       tailwind-merge:
         specifier: 2.3.0
         version: 2.3.0
@@ -4769,6 +4772,10 @@ packages:
     resolution: {integrity: sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==}
     engines: {node: '>= 0.4'}
 
+  swiper@11.1.4:
+    resolution: {integrity: sha512-1n7kbYJB2dFEpUHRFszq7gys/ofIBrMNibwTiMvPHwneKND/t9kImnHt6CfGPScMHgI+dWMbGTycCKGMoOO1KA==}
+    engines: {node: '>= 4.7.0'}
+
   synckit@0.6.2:
     resolution: {integrity: sha512-Vhf+bUa//YSTYKseDiiEuQmhGCoIF3CVBhunm3r/DQnYiGT4JssmnKQc44BIyOZRK2pKjXXAgbhfmbeoC9CJpA==}
     engines: {node: '>=12.20'}
@@ -10460,6 +10467,8 @@ snapshots:
 
   supports-preserve-symlinks-flag@1.0.0: {}
 
+  swiper@11.1.4: {}
+
   synckit@0.6.2:
     dependencies:
       tslib: 2.6.2
diff --git a/src/renderer/src/assets/base.css b/src/renderer/src/assets/base.css
index e6ec9676e..bd32ea22a 100644
--- a/src/renderer/src/assets/base.css
+++ b/src/renderer/src/assets/base.css
@@ -20,3 +20,15 @@ a {
 .dark {
   color-scheme: dark;
 }
+
+.swiper {
+  @apply bg-zinc-50;
+}
+
+.swiper-button {
+  @apply absolute top-1/2 -translate-y-1/2 bg-white rounded-full z-[1] w-6 h-6 flex items-center justify-center opacity-80;
+}
+
+.swiper-wrapper {
+  @apply flex items-center;
+}
diff --git a/src/renderer/src/components/entry-column/article-item.tsx b/src/renderer/src/components/entry-column/article-item.tsx
index 76b5a4d3f..4a5c4b270 100644
--- a/src/renderer/src/components/entry-column/article-item.tsx
+++ b/src/renderer/src/components/entry-column/article-item.tsx
@@ -17,7 +17,7 @@ export function ArticleItem({ entryId, entryPreview }: UniversalItemProps) {
     <div className="mb-5 flex px-2 py-3">
       <FeedIcon feed={entry.feeds} />
       <div className="-mt-0.5 line-clamp-5 flex-1 text-sm leading-tight">
-        <div className="flex gap-1 text-[10px] font-bold text-zinc-500">
+        <div className={cn("flex gap-1 text-[10px] font-bold", entry.read ? "text-zinc-500/80" : "text-zinc-500")}>
           <span className="truncate">{entry.feeds.title}</span>
           <span>·</span>
           <span className="shrink-0">
@@ -32,7 +32,7 @@ export function ArticleItem({ entryId, entryPreview }: UniversalItemProps) {
         <div className="my-0.5 break-words font-medium">
           {entry.entries.title}
         </div>
-        <div className="text-[13px] text-zinc-500">
+        <div className={cn("text-[13px]", entry.read ? "text-zinc-500/80" : "text-zinc-500")}>
           {entry.entries.description}
         </div>
       </div>
diff --git a/src/renderer/src/components/entry-column/index.tsx b/src/renderer/src/components/entry-column/index.tsx
index 2b4db5697..78514fbad 100644
--- a/src/renderer/src/components/entry-column/index.tsx
+++ b/src/renderer/src/components/entry-column/index.tsx
@@ -127,7 +127,7 @@ export function EntryColumn() {
       {activeList?.view && views[activeList.view].gridMode ?
           (
             <VirtuosoGrid
-              listClassName="grid grid-cols-2 gap-2 md:grid-cols-3 lg:grid-cols-4 px-4"
+              listClassName="grid grid-cols-2 gap-3 md:grid-cols-3 lg:grid-cols-4 px-4"
               {...virtusoOptions}
             />
           ) :
diff --git a/src/renderer/src/components/entry-column/item-wrapper.tsx b/src/renderer/src/components/entry-column/item-wrapper.tsx
index 5df516e56..fe32dd4ad 100644
--- a/src/renderer/src/components/entry-column/item-wrapper.tsx
+++ b/src/renderer/src/components/entry-column/item-wrapper.tsx
@@ -51,7 +51,7 @@ export function EntryItemWrapper({
         "rounded-md transition-colors",
         !views[view || 0].wideMode && activeEntry === entry.entries.id && "bg-native-active/40",
         views[view || 0].wideMode && !views[view || 0].gridMode && "hover:bg-native-active/30",
-        entry.read ? "text-zinc-600 opacity-85" : "text-zinc-900 dark:text-white/90",
+        entry.read ? "text-zinc-500" : "text-zinc-900 dark:text-white/90",
       )}
       // ref={ref}
       onClick={(e) => {
diff --git a/src/renderer/src/components/entry-column/picture-item.tsx b/src/renderer/src/components/entry-column/picture-item.tsx
index 8599c6dac..090e6a369 100644
--- a/src/renderer/src/components/entry-column/picture-item.tsx
+++ b/src/renderer/src/components/entry-column/picture-item.tsx
@@ -1,9 +1,10 @@
 import { FeedIcon } from "@renderer/components/feed-icon"
+import { SwipeImages } from "@renderer/components/swipe-images"
 import { Image } from "@renderer/components/ui/image"
+import { ReactVirtuosoItemPlaceholder } from "@renderer/components/ui/placeholder"
 import dayjs from "@renderer/lib/dayjs"
 import { useEntry } from "@renderer/store/entry"
 
-import { ReactVirtuosoItemPlaceholder } from "../ui/placeholder"
 import type { UniversalItemProps } from "./types"
 
 export function PictureItem({ entryId, entryPreview }: UniversalItemProps) {
@@ -12,19 +13,13 @@ export function PictureItem({ entryId, entryPreview }: UniversalItemProps) {
   return (
     <div>
       <div>
-        <div className="flex gap-2 overflow-x-auto relative after:rounded-md after:absolute after:transition-colors after:inset-0 hover:after:bg-black/25">
-          {entry.entries.images?.slice(0, 1).map((image) => (
-            <Image
-              key={image}
-              src={image}
-              className="aspect-square w-full shrink-0 rounded-md object-cover"
-              loading="lazy"
-              proxy={{
-                width: 600,
-                height: 600,
-              }}
-            />
-          ))}
+        <div className="flex gap-2 overflow-x-auto relative">
+          <SwipeImages
+            images={entry.entries.images}
+            className="aspect-square w-full shrink-0 rounded-md"
+            imgClassName="object-cover"
+            uniqueKey={entryId}
+          />
         </div>
         <div className="line-clamp-5 flex-1 px-2 pb-3 pt-1 text-sm">
           <div className="line-clamp-2 font-medium">{entry.entries.title}</div>
diff --git a/src/renderer/src/components/entry-column/video-item.tsx b/src/renderer/src/components/entry-column/video-item.tsx
index 161124589..5f750bb9e 100644
--- a/src/renderer/src/components/entry-column/video-item.tsx
+++ b/src/renderer/src/components/entry-column/video-item.tsx
@@ -12,7 +12,7 @@ export function VideoItem({ entryId, entryPreview }: UniversalItemProps) {
   return (
     <div className="flex">
       <div className="w-full">
-        <div className="flex gap-2 overflow-x-auto relative after:rounded-md after:absolute after:transition-colors after:inset-0 hover:after:bg-black/25">
+        <div className="flex gap-2 overflow-x-auto">
           <Image
             key={entry.entries.images?.[0]}
             src={entry.entries.images?.[0]}
diff --git a/src/renderer/src/components/swipe-images.tsx b/src/renderer/src/components/swipe-images.tsx
new file mode 100644
index 000000000..25700b1ea
--- /dev/null
+++ b/src/renderer/src/components/swipe-images.tsx
@@ -0,0 +1,100 @@
+import "swiper/css"
+import "swiper/css/navigation"
+import "swiper/css/scrollbar"
+
+import { Image } from "@renderer/components/ui/image"
+import { cn } from "@renderer/lib/utils"
+import { Mousewheel, Navigation, Scrollbar } from "swiper/modules"
+import { Swiper, SwiperSlide } from "swiper/react"
+
+export function SwipeImages({
+  images,
+  uniqueKey,
+  className,
+  imgClassName,
+}: {
+  images?: string[] | null
+  uniqueKey?: string
+  className?: string
+  imgClassName?: string
+}) {
+  return (
+    <div
+      className={cn(
+        "overflow-hidden flex items-center relative w-full",
+        className,
+      )}
+    >
+      {(images?.length || 0) > 1 ?
+          (
+            <>
+              <Swiper
+                loop
+                navigation={{
+                  prevEl: `#swiper-button-prev-${uniqueKey}`,
+                  nextEl: `#swiper-button-next-${uniqueKey}`,
+                }}
+                scrollbar={{
+                  hide: true,
+                }}
+                mousewheel={{
+                  forceToAxis: true,
+                }}
+                modules={[Navigation, Scrollbar, Mousewheel]}
+                className="size-full"
+              >
+                {images?.slice(0, 5).map((image) => (
+                  <SwiperSlide key={image}>
+                    <Image
+                      className={cn(
+                        imgClassName,
+                      )}
+                      alt="cover"
+                      src={image}
+                      loading="lazy"
+                      proxy={{
+                        width: 600,
+                        height: 600,
+                      }}
+                    />
+                  </SwiperSlide>
+                ))}
+              </Swiper>
+              <div
+                id={`swiper-button-prev-${uniqueKey}`}
+                className="swiper-button left-2"
+                onDoubleClick={(e) => e.stopPropagation()}
+              >
+                <i className="i-mingcute-left-fill" />
+              </div>
+              <div
+                id={`swiper-button-next-${uniqueKey}`}
+                className="swiper-button right-2"
+                onDoubleClick={(e) => e.stopPropagation()}
+              >
+                <i className="i-mingcute-right-fill" />
+              </div>
+            </>
+          ) :
+        images?.length === 1 ?
+            (
+              <Image
+                className="object-cover size-full sm:group-hover:scale-105 sm:transition-transform sm:duration-300 sm:ease-in-out"
+                alt="cover"
+                src={images[0]}
+                width={624}
+                height={351}
+              >
+              </Image>
+            ) :
+            (
+              <div className="rounded-t-2xl overflow-hidden flex items-center relative w-full aspect-video border-b">
+                <div className="sm:group-hover:scale-105 sm:transition-transform sm:duration-500 sm:ease-in-out p-3 size-full text-center flex items-center justify-center">
+                  <div className="text-zinc-600 text-xl font-extrabold">
+                  </div>
+                </div>
+              </div>
+            )}
+    </div>
+  )
+}