diff --git a/fe/fe-core/src/main/java/org/apache/doris/binlog/BinlogManager.java b/fe/fe-core/src/main/java/org/apache/doris/binlog/BinlogManager.java
index ecdc1b2ade7e89..079a3c6527af79 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/binlog/BinlogManager.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/binlog/BinlogManager.java
@@ -318,7 +318,7 @@ public void addTruncateTable(TruncateTableInfo info, long commitSeq) {
         TruncateTableRecord record = new TruncateTableRecord(info);
         String data = record.toJson();
 
-        addBinlog(dbId, tableIds, commitSeq, timestamp, type, data, false, info);
+        addBinlog(dbId, tableIds, commitSeq, timestamp, type, data, false, record);
     }
 
     public void addTableRename(TableInfo info, long commitSeq) {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/binlog/DBBinlog.java b/fe/fe-core/src/main/java/org/apache/doris/binlog/DBBinlog.java
index 8469bdcc7d1200..86cf8085a42b10 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/binlog/DBBinlog.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/binlog/DBBinlog.java
@@ -141,6 +141,13 @@ public void recoverBinlog(TBinlog binlog, boolean dbBinlogEnable) {
                     }
                 }
             }
+        } else if (binlog.getType() == TBinlogType.TRUNCATE_TABLE) {
+            TruncateTableRecord record = TruncateTableRecord.fromJson(binlog.data);
+            if (record != null) {
+                for (long partitionId : record.getOldPartitionIds()) {
+                    droppedPartitions.add(Pair.of(partitionId, binlog.getCommitSeq()));
+                }
+            }
         }
 
         if (tableIds == null) {
@@ -214,6 +221,11 @@ public void addBinlog(TBinlog binlog, Object raw) {
                         }
                     }
                 }
+            } else if (binlog.getType() == TBinlogType.TRUNCATE_TABLE && raw instanceof TruncateTableRecord) {
+                TruncateTableRecord truncateTableRecord = (TruncateTableRecord) raw;
+                for (long partitionId : truncateTableRecord.getOldPartitionIds()) {
+                    droppedPartitions.add(Pair.of(partitionId, binlog.getCommitSeq()));
+                }
             }
 
             switch (binlog.getType()) {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/binlog/TruncateTableRecord.java b/fe/fe-core/src/main/java/org/apache/doris/binlog/TruncateTableRecord.java
index 0c43ce781cd5e3..cb5b5641889a69 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/binlog/TruncateTableRecord.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/binlog/TruncateTableRecord.java
@@ -22,6 +22,11 @@
 
 import com.google.gson.annotations.SerializedName;
 
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.Map;
+
 public class TruncateTableRecord {
     @SerializedName(value = "dbId")
     private long dbId;
@@ -35,6 +40,8 @@ public class TruncateTableRecord {
     private boolean isEntireTable = false;
     @SerializedName(value = "rawSql")
     private String rawSql = "";
+    @SerializedName(value = "op")
+    private Map<Long, String> oldPartitions = new HashMap<>();
 
     public TruncateTableRecord(TruncateTableInfo info) {
         this.dbId = info.getDbId();
@@ -43,9 +50,18 @@ public TruncateTableRecord(TruncateTableInfo info) {
         this.table = info.getTable();
         this.isEntireTable = info.isEntireTable();
         this.rawSql = info.getRawSql();
+        this.oldPartitions = info.getOldPartitions();
+    }
+
+    public Collection<Long> getOldPartitionIds() {
+        return oldPartitions == null ? new ArrayList<>() : oldPartitions.keySet();
     }
 
     public String toJson() {
         return GsonUtils.GSON.toJson(this);
     }
+
+    public static TruncateTableRecord fromJson(String json) {
+        return GsonUtils.GSON.fromJson(json, TruncateTableRecord.class);
+    }
 }
diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/InternalCatalog.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/InternalCatalog.java
index 9f7d27669d8d74..d2176de0100753 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/datasource/InternalCatalog.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/InternalCatalog.java
@@ -3698,8 +3698,7 @@ public void truncateTable(TruncateTableStmt truncateTableStmt) throws DdlExcepti
             // write edit log
             TruncateTableInfo info =
                     new TruncateTableInfo(db.getId(), db.getFullName(), olapTable.getId(), olapTable.getName(),
-                            newPartitions,
-                            truncateEntireTable, truncateTableStmt.toSqlWithoutTable());
+                            newPartitions, truncateEntireTable, truncateTableStmt.toSqlWithoutTable(), oldPartitions);
             Env.getCurrentEnv().getEditLog().logTruncateTable(info);
         } catch (DdlException e) {
             failedCleanCallback.run();
diff --git a/fe/fe-core/src/main/java/org/apache/doris/persist/TruncateTableInfo.java b/fe/fe-core/src/main/java/org/apache/doris/persist/TruncateTableInfo.java
index a9a91f28839c1a..b252b2a38233f7 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/persist/TruncateTableInfo.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/persist/TruncateTableInfo.java
@@ -28,7 +28,9 @@
 import java.io.DataInput;
 import java.io.DataOutput;
 import java.io.IOException;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 
 public class TruncateTableInfo implements Writable {
     @SerializedName(value = "dbId")
@@ -45,13 +47,15 @@ public class TruncateTableInfo implements Writable {
     private boolean isEntireTable = false;
     @SerializedName(value = "rawSql")
     private String rawSql = "";
+    @SerializedName(value = "op")
+    private Map<Long, String> oldPartitions = new HashMap<>();
 
     public TruncateTableInfo() {
 
     }
 
     public TruncateTableInfo(long dbId, String db, long tblId, String table, List<Partition> partitions,
-            boolean isEntireTable, String rawSql) {
+            boolean isEntireTable, String rawSql, List<Partition> oldPartitions) {
         this.dbId = dbId;
         this.db = db;
         this.tblId = tblId;
@@ -59,6 +63,9 @@ public TruncateTableInfo(long dbId, String db, long tblId, String table, List<Pa
         this.partitions = partitions;
         this.isEntireTable = isEntireTable;
         this.rawSql = rawSql;
+        for (Partition partition : oldPartitions) {
+            this.oldPartitions.put(partition.getId(), partition.getName());
+        }
     }
 
     public long getDbId() {
@@ -81,6 +88,10 @@ public List<Partition> getPartitions() {
         return partitions;
     }
 
+    public Map<Long, String> getOldPartitions() {
+        return oldPartitions == null ? new HashMap<>() : oldPartitions;
+    }
+
     public boolean isEntireTable() {
         return isEntireTable;
     }