diff --git a/app/src/main/java/com/gh/gamecenter/entity/DiscoveryCardEntity.kt b/app/src/main/java/com/gh/gamecenter/entity/DiscoveryCardEntity.kt
index ad975499ed..0e180596f4 100644
--- a/app/src/main/java/com/gh/gamecenter/entity/DiscoveryCardEntity.kt
+++ b/app/src/main/java/com/gh/gamecenter/entity/DiscoveryCardEntity.kt
@@ -2,7 +2,7 @@ package com.gh.gamecenter.entity
 
 import com.gh.gamecenter.feature.entity.GameEntity
 
-class DiscoveryCardEntity(
+data class DiscoveryCardEntity(
     val games: ArrayList<GameEntity> = arrayListOf(),
     val label: List<DiscoveryGameCardLabel> = listOf()
 )
\ No newline at end of file
diff --git a/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionAdapter.kt b/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionAdapter.kt
index 038ee643ca..8110e48607 100644
--- a/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionAdapter.kt
+++ b/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionAdapter.kt
@@ -2,13 +2,13 @@ package com.gh.gamecenter.game.columncollection
 
 import android.content.Context
 import android.view.ViewGroup
-import com.gh.gamecenter.common.utils.ImageUtils
-import com.gh.gamecenter.common.view.WrapContentDraweeView
 import com.gh.gamecenter.R
 import com.gh.gamecenter.adapter.viewholder.GameColumnCollectionItemViewHolder
+import com.gh.gamecenter.common.utils.ImageUtils
+import com.gh.gamecenter.common.view.WrapContentDraweeView
 import com.gh.gamecenter.databinding.GameColumnCollectionItemBinding
-import com.gh.gamecenter.feature.entity.GameEntity
 import com.gh.gamecenter.entity.SubjectEntity
+import com.gh.gamecenter.feature.entity.GameEntity
 import com.lightgame.adapter.BaseRecyclerAdapter
 
 class GameColumnCollectionAdapter(
@@ -17,8 +17,17 @@ class GameColumnCollectionAdapter(
     private var mClickClosure: (position: Int, gameEntity: GameEntity) -> Unit
 ) : BaseRecyclerAdapter<GameColumnCollectionItemViewHolder>(context) {
 
+    private var mCountAndKey: Pair<Int, String>? = null
     var columnCollectionHeight = 0
 
+    init {
+        var dataIds = ""
+        mSubjectEntity.data?.forEach {
+            dataIds += it.id
+        }
+        if (dataIds.isNotEmpty()) mCountAndKey = Pair(mSubjectEntity.data?.size ?: 0, dataIds)
+    }
+
     override fun onCreateViewHolder(parent: ViewGroup, viewType: Int): GameColumnCollectionItemViewHolder {
         val view = mLayoutInflater.inflate(R.layout.game_column_collection_item, parent, false)
         return GameColumnCollectionItemViewHolder(GameColumnCollectionItemBinding.bind(view))
@@ -52,6 +61,19 @@ class GameColumnCollectionAdapter(
     }
 
     fun checkResetData(subjectEntity: SubjectEntity) {
-        if (subjectEntity != mSubjectEntity) mSubjectEntity = subjectEntity
+        var dataIds = ""
+        subjectEntity.data?.forEach {
+            dataIds += it.id
+        }
+
+        mSubjectEntity = subjectEntity
+        if (mCountAndKey?.first == subjectEntity.data?.size && mCountAndKey?.second != dataIds) { // 数量不变,内容发生改变
+            notifyItemRangeChanged(0, itemCount)
+        } else if (mCountAndKey?.first != subjectEntity.data?.size) { // 数量发生改变
+            notifyDataSetChanged()
+        }
+
+        // 重新刷新数据标识
+        mCountAndKey = Pair(subjectEntity.data?.size ?: 0, dataIds)
     }
 }
\ No newline at end of file
diff --git a/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionViewHolder.kt b/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionViewHolder.kt
index 0eb876bb81..1edbf1ef53 100644
--- a/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionViewHolder.kt
+++ b/app/src/main/java/com/gh/gamecenter/game/columncollection/GameColumnCollectionViewHolder.kt
@@ -8,8 +8,8 @@ import com.gh.gamecenter.common.utils.ImageUtils
 import com.gh.gamecenter.common.utils.dip2px
 import com.gh.gamecenter.common.view.SpacingItemDecoration
 import com.gh.gamecenter.databinding.GameColumnCollectionListBinding
-import com.gh.gamecenter.feature.entity.GameEntity
 import com.gh.gamecenter.entity.SubjectEntity
+import com.gh.gamecenter.feature.entity.GameEntity
 
 class GameColumnCollectionViewHolder(val binding: GameColumnCollectionListBinding) :
     BaseRecyclerViewHolder<Any>(binding.root) {
@@ -44,7 +44,6 @@ class GameColumnCollectionViewHolder(val binding: GameColumnCollectionListBindin
                 binding.columnCollectionList.adapter = slideAdapter
             } else {
                 (slideAdapter as GameColumnCollectionAdapter).checkResetData(columnCollection)
-                slideAdapter.notifyItemRangeChanged(0, slideAdapter.itemCount)
             }
         }
     }
diff --git a/app/src/main/java/com/gh/gamecenter/game/commoncollection/CommonCollectionAdapter.kt b/app/src/main/java/com/gh/gamecenter/game/commoncollection/CommonCollectionAdapter.kt
index 8265ccc316..5f5169d073 100644
--- a/app/src/main/java/com/gh/gamecenter/game/commoncollection/CommonCollectionAdapter.kt
+++ b/app/src/main/java/com/gh/gamecenter/game/commoncollection/CommonCollectionAdapter.kt
@@ -92,9 +92,11 @@ class CommonCollectionAdapter(
     fun checkResetData(updateDate: SubjectEntity) {
         val updateId = updateDate.id
         val id = mSubjectEntity.id
+        val originalSize = mSubjectEntity.commonCollectionList?.size
+        val updateSize = updateDate.commonCollectionList?.size
         mSubjectEntity = updateDate
 
-        if (updateId != id) {
+        if (updateId != id || originalSize != updateSize) {
             notifyDataSetChanged()
         } else {
             notifyItemRangeChanged(0, itemCount)
diff --git a/app/src/main/java/com/gh/gamecenter/game/rank/RankCollectionAdapter.kt b/app/src/main/java/com/gh/gamecenter/game/rank/RankCollectionAdapter.kt
index f9e76c7b84..da6be623ae 100644
--- a/app/src/main/java/com/gh/gamecenter/game/rank/RankCollectionAdapter.kt
+++ b/app/src/main/java/com/gh/gamecenter/game/rank/RankCollectionAdapter.kt
@@ -5,7 +5,6 @@ import android.util.SparseArray
 import android.view.View
 import android.view.ViewGroup
 import androidx.core.util.forEach
-import com.gh.gamecenter.feature.exposure.ExposureEvent
 import com.gh.common.util.DirectUtils
 import com.gh.gamecenter.R
 import com.gh.gamecenter.common.base.BaseRecyclerViewHolder
@@ -16,6 +15,7 @@ import com.gh.gamecenter.core.runOnUiThread
 import com.gh.gamecenter.databinding.RankCollectionItemBinding
 import com.gh.gamecenter.entity.SubjectEntity
 import com.gh.gamecenter.eventbus.EBDownloadStatus
+import com.gh.gamecenter.feature.exposure.ExposureEvent
 import com.lightgame.adapter.BaseRecyclerAdapter
 import com.lightgame.download.DownloadEntity
 
@@ -133,7 +133,7 @@ class RankCollectionAdapter(
         val id = mSubjectEntity.id
         mSubjectEntity = updateDate
 
-        if (updateId != id) {
+        if (updateId != id || mViewHolderList.size() != updateDate.columns.size) {
             notifyDataSetChanged()
         } else {
             mViewHolderList.forEach { position, viewHolder ->
diff --git a/app/src/main/java/com/gh/gamecenter/game/vertical/GameVerticalAdapter.kt b/app/src/main/java/com/gh/gamecenter/game/vertical/GameVerticalAdapter.kt
index fd44572d6c..c6bb3fa6b2 100644
--- a/app/src/main/java/com/gh/gamecenter/game/vertical/GameVerticalAdapter.kt
+++ b/app/src/main/java/com/gh/gamecenter/game/vertical/GameVerticalAdapter.kt
@@ -11,8 +11,8 @@ import com.gh.gamecenter.R
 import com.gh.gamecenter.adapter.viewholder.GameViewHolder
 import com.gh.gamecenter.common.utils.*
 import com.gh.gamecenter.common.view.AsyncUi
-import com.gh.gamecenter.feature.entity.GameEntity
 import com.gh.gamecenter.entity.SubjectEntity
+import com.gh.gamecenter.feature.entity.GameEntity
 import com.gh.gamecenter.feature.game.GameItemViewHolder
 import com.lightgame.adapter.BaseRecyclerAdapter
 import com.lightgame.download.DownloadEntity
@@ -25,6 +25,15 @@ class GameVerticalAdapter(
 ) : BaseRecyclerAdapter<GameVerticalAdapter.SimpleGameItemViewHolder>(context) {
 
     private val mMaxWidth = mContext.resources.displayMetrics.widthPixels
+    private var countAndKey: Pair<Int, String>? = null
+
+    init {
+        var dataIds = ""
+        mSubjectEntity.data?.forEach {
+            dataIds += it.id
+        }
+        if (dataIds.isNotEmpty()) countAndKey = Pair(mSubjectEntity.data?.size ?: 0, dataIds)
+    }
 
     fun getIndex(): Int {
         if (mSubjectEntity.data!!.isNotEmpty()) {
@@ -156,16 +165,21 @@ class GameVerticalAdapter(
         }
     }
 
-    fun checkResetData(updateDate: SubjectEntity) {
-        val updateId = updateDate.id
-        val id = mSubjectEntity.id
-        mSubjectEntity = updateDate
-
-        if (updateId != id) {
-            notifyDataSetChanged()
-        } else {
-            notifyItemRangeChanged(0, itemCount)
+    fun checkResetData(updateData: SubjectEntity) {
+        var dataIds = ""
+        mSubjectEntity.data?.forEach {
+            dataIds += it.id
         }
+
+        mSubjectEntity = updateData
+        if (countAndKey?.first == updateData.data?.size && countAndKey?.second != dataIds) { // 数量不变,内容发生改变
+            notifyItemRangeChanged(0, itemCount)
+        } else if (countAndKey?.first != updateData.data?.size) { // 数量发生改变
+            notifyDataSetChanged()
+        }
+
+        // 重新刷新数据标识
+        countAndKey = Pair(updateData.data?.size ?: 0, dataIds)
     }
 
     fun notifyItemByDownload(downloadEntity: DownloadEntity?) {
diff --git a/app/src/main/java/com/gh/gamecenter/home/HomeFragmentAdapter.kt b/app/src/main/java/com/gh/gamecenter/home/HomeFragmentAdapter.kt
index 393beddca7..f08e1ab9fe 100644
--- a/app/src/main/java/com/gh/gamecenter/home/HomeFragmentAdapter.kt
+++ b/app/src/main/java/com/gh/gamecenter/home/HomeFragmentAdapter.kt
@@ -6,8 +6,6 @@ import android.view.ViewGroup
 import androidx.constraintlayout.widget.ConstraintLayout
 import androidx.recyclerview.widget.LinearLayoutManager
 import androidx.recyclerview.widget.RecyclerView
-import com.gh.gamecenter.feature.exposure.ExposureEvent
-import com.gh.gamecenter.feature.exposure.ExposureSource
 import com.gh.common.exposure.IExposable
 import com.gh.common.util.DirectUtils
 import com.gh.common.util.NewLogUtils
@@ -25,6 +23,8 @@ import com.gh.gamecenter.core.runOnIoThread
 import com.gh.gamecenter.entity.AmwayCommentEntity
 import com.gh.gamecenter.entity.SubjectEntity
 import com.gh.gamecenter.eventbus.EBDownloadStatus
+import com.gh.gamecenter.feature.exposure.ExposureEvent
+import com.gh.gamecenter.feature.exposure.ExposureSource
 import com.gh.gamecenter.game.GameAndPosition
 import com.gh.gamecenter.game.horizontal.GameHorizontalAdapter
 import com.gh.gamecenter.game.horizontal.GameHorizontalSlideAdapter
diff --git a/app/src/main/java/com/gh/gamecenter/home/HomeItemData.kt b/app/src/main/java/com/gh/gamecenter/home/HomeItemData.kt
index 72c27b4476..0fa045ae28 100644
--- a/app/src/main/java/com/gh/gamecenter/home/HomeItemData.kt
+++ b/app/src/main/java/com/gh/gamecenter/home/HomeItemData.kt
@@ -4,7 +4,7 @@ import com.gh.gamecenter.entity.*
 import com.gh.gamecenter.gamecollection.square.GameCollectionListItemData
 import com.gh.vspace.VGameItemData
 
-class HomeItemData(
+data class HomeItemData(
     var slides: List<HomeSlide>? = null,
     var recommends: List<HomeRecommend>? = null,
     var amway: List<AmwayCommentEntity>? = null,
diff --git a/app/src/main/java/com/gh/gamecenter/home/HomeViewModel.kt b/app/src/main/java/com/gh/gamecenter/home/HomeViewModel.kt
index 8d1e0dc005..d7915304b5 100644
--- a/app/src/main/java/com/gh/gamecenter/home/HomeViewModel.kt
+++ b/app/src/main/java/com/gh/gamecenter/home/HomeViewModel.kt
@@ -624,10 +624,15 @@ class HomeViewModel(application: Application) : AndroidViewModel(application) {
                     || linkType == "smart_subject"
                     || linkType == "column_test"
                 ) {
+                    // 因为涉及到列表元素里面的字段的修改，所以要拷贝出来再进行修改，不然会影响DiffUtil的对比
+                    val tempLinkColumn = homeContent.linkColumn?.copy()
+                    val tempData = mutableListOf<GameEntity>()
+                    tempData.addAll(homeContent.linkColumn?.data ?: mutableListOf())
+                    tempLinkColumn?.data = tempData
 
-                    homeContent.linkColumn?.data = RegionSettingHelper.filterGame(homeContent.linkColumn?.data)
+                    tempLinkColumn?.data = RegionSettingHelper.filterGame(tempLinkColumn?.data)
 
-                    homeContent.linkColumn?.let { subjectEntity ->
+                    tempLinkColumn?.let { subjectEntity ->
                         subjectEntity.data?.let { data ->
                             // 这个 for 循环主要功能是用来标识替换已安装的游戏
                             for (game in data) {
@@ -649,12 +654,12 @@ class HomeViewModel(application: Application) : AndroidViewModel(application) {
                     }
 
                     // 仅普通纵向专题需要特别高的分割线
-                    useUltraHeightDivider = homeContent.linkColumn?.type == "game_vertical"
+                    useUltraHeightDivider = tempLinkColumn?.type == "game_vertical"
 
-                    homeContent.linkColumn?.adIconActive = homeContent.adIconActive
+                    tempLinkColumn?.adIconActive = homeContent.adIconActive
                     LegacyHomeSubjectTransformer.transform(
                         mSnapshotItemList as ArrayList<LegacyHomeItemData>,
-                        homeContent.linkColumn,
+                        tempLinkColumn,
                         i,
                         { HomeItemData() },
                         { addGamePositionAndPackage(it) }
diff --git a/app/src/main/java/com/gh/gamecenter/home/amway/HomeAmwayAdapter.kt b/app/src/main/java/com/gh/gamecenter/home/amway/HomeAmwayAdapter.kt
index 83e670ffd7..835dc08df1 100644
--- a/app/src/main/java/com/gh/gamecenter/home/amway/HomeAmwayAdapter.kt
+++ b/app/src/main/java/com/gh/gamecenter/home/amway/HomeAmwayAdapter.kt
@@ -19,8 +19,17 @@ class HomeAmwayAdapter(
     private val mItemClick: (View, position: Int, AmwayCommentEntity) -> Unit
 ) : BaseRecyclerAdapter<HomeAmwayItemViewHolder>(context) {
 
+    private var mCountAndKey: Pair<Int, String>? = null
     var mMaxWidth = context.resources.displayMetrics.widthPixels
 
+    init {
+        var dataIds = ""
+        dataList.forEach {
+            dataIds += it.id
+        }
+        if (dataIds.isNotEmpty()) mCountAndKey = Pair(dataList.size, dataIds)
+    }
+
     override fun onCreateViewHolder(parent: ViewGroup, viewType: Int) = HomeAmwayItemViewHolder(parent.toBinding())
 
     override fun getItemCount() = dataList.size
@@ -65,11 +74,17 @@ class HomeAmwayAdapter(
     }
 
     fun checkResetData(update: List<AmwayCommentEntity>) {
-        if (dataList != update) {
-            dataList = update
-            notifyDataSetChanged()
-        } else {
+        var dataIds = ""
+        update.forEach { dataIds += it.id }
+
+        dataList = update
+        if (mCountAndKey?.first == update.size && mCountAndKey?.second != dataIds) { // 数量不变,内容发生改变
             notifyItemRangeChanged(0, itemCount)
+        } else if (mCountAndKey?.first != update.size) { // 数量发生改变
+            notifyDataSetChanged()
         }
+
+        // 重新刷新数据标识
+        mCountAndKey = Pair(update.size, dataIds)
     }
 }
\ No newline at end of file
diff --git a/app/src/main/java/com/gh/vspace/VGameItemData.kt b/app/src/main/java/com/gh/vspace/VGameItemData.kt
index 5f3aecd672..2b97be3b77 100644
--- a/app/src/main/java/com/gh/vspace/VGameItemData.kt
+++ b/app/src/main/java/com/gh/vspace/VGameItemData.kt
@@ -4,7 +4,7 @@ import com.gh.gamecenter.manager.PackagesManager
 import com.lightgame.download.DownloadEntity
 import com.lightgame.download.DownloadStatus
 
-class VGameItemData(
+data class VGameItemData(
     var downloadEntity: DownloadEntity,
 
     var shouldShowMask: Boolean = false,
diff --git a/module_common/src/main/java/com/gh/gamecenter/common/entity/Display.kt b/module_common/src/main/java/com/gh/gamecenter/common/entity/Display.kt
index b0736e6018..4c0d3afba9 100644
--- a/module_common/src/main/java/com/gh/gamecenter/common/entity/Display.kt
+++ b/module_common/src/main/java/com/gh/gamecenter/common/entity/Display.kt
@@ -4,7 +4,7 @@ import android.os.Parcelable
 import kotlinx.parcelize.Parcelize
 
 @Parcelize
-class Display(
+data class Display(
     var slide: Boolean = true,
     var recommend: Boolean = true,
     var navigation: Boolean = true,