diff --git a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/execute/task/InnerSpaceCompactionTask.java b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/execute/task/InnerSpaceCompactionTask.java
index fd06a8a3816a..3b1db8588c96 100644
--- a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/execute/task/InnerSpaceCompactionTask.java
+++ b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/execute/task/InnerSpaceCompactionTask.java
@@ -362,13 +362,15 @@ private void calculateRenamedTargetFiles(boolean needAdjustSourceFilePosition)
       TsFileResource resource = filesView.sortedAllSourceFilesInTask.get(i);
       File file = resource.getTsFile();
       File skippedSourceFile = filesView.skippedSourceFiles.get(i).getTsFile();
+      TsFileNameGenerator.TsFileName skippedSourceFileName =
+          TsFileNameGenerator.getTsFileName(skippedSourceFile.getName());
       TsFileNameGenerator.TsFileName tsFileName = TsFileNameGenerator.getTsFileName(file.getName());
       String newFileName =
           String.format(
               "%s-%s-%s-%s" + TsFileConstant.TSFILE_SUFFIX,
               tsFileName.getTime(),
               tsFileName.getVersion(),
-              tsFileName.getInnerCompactionCnt(),
+              skippedSourceFileName.getInnerCompactionCnt(),
               tsFileName.getCrossCompactionCnt() + 1);
       TsFileResource renamedTargetFile =
           new TsFileResource(
@@ -602,6 +604,11 @@ public List<TsFileResource> getSelectedTsFileResourceList() {
     return filesView.sourceFilesInCompactionPerformer;
   }
 
+  public double getAvgCompactionCount() {
+    return (double) filesView.sumOfCompactionCount
+        / filesView.sourceFilesInCompactionPerformer.size();
+  }
+
   @TestOnly
   public void setTargetTsFileResource(TsFileResource targetTsFileResource) {
     this.filesView.setTargetFileForRecover(targetTsFileResource);
diff --git a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/schedule/comparator/DefaultCompactionTaskComparatorImpl.java b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/schedule/comparator/DefaultCompactionTaskComparatorImpl.java
index bf892924d6ab..155be2796fc2 100644
--- a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/schedule/comparator/DefaultCompactionTaskComparatorImpl.java
+++ b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/compaction/schedule/comparator/DefaultCompactionTaskComparatorImpl.java
@@ -38,6 +38,7 @@ public class DefaultCompactionTaskComparatorImpl implements ICompactionTaskCompa
   @SuppressWarnings({"squid:S3776", "javabugs:S6320"})
   @Override
   public int compare(AbstractCompactionTask o1, AbstractCompactionTask o2) {
+    System.out.println("compare");
     if (o1 instanceof InsertionCrossSpaceCompactionTask
         && o2 instanceof InsertionCrossSpaceCompactionTask) {
       return o1.getSerialId() < o2.getSerialId() ? -1 : 1;
@@ -91,10 +92,10 @@ public int compareInnerSpaceCompactionTask(
     // if the sum of compaction count of the selected files are different
     // we prefer to execute task with smaller compaction count
     // this can reduce write amplification
-    if (((double) o1.getSumOfCompactionCount()) / o1.getSelectedTsFileResourceList().size()
-        != ((double) o2.getSumOfCompactionCount()) / o2.getSelectedTsFileResourceList().size()) {
-      return o1.getSumOfCompactionCount() / o1.getSelectedTsFileResourceList().size()
-          - o2.getSumOfCompactionCount() / o2.getSelectedTsFileResourceList().size();
+    double avgCompactionCount1 = o1.getAvgCompactionCount();
+    double avgCompactionCount2 = o2.getAvgCompactionCount();
+    if (Math.abs(avgCompactionCount1 - avgCompactionCount2) < 1e-2) {
+      return Double.compare(avgCompactionCount1, avgCompactionCount2);
     }
 
     // if the time partition of o1 and o2 are different
diff --git a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/tsfile/generator/TsFileNameGenerator.java b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/tsfile/generator/TsFileNameGenerator.java
index 0245e448144c..92728518fac7 100644
--- a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/tsfile/generator/TsFileNameGenerator.java
+++ b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/storageengine/dataregion/tsfile/generator/TsFileNameGenerator.java
@@ -319,10 +319,12 @@ public static TsFileResource getInnerCompactionTargetFileResource(
   public static List<TsFileResource> getNewInnerCompactionTargetFileResources(
       List<TsFileResource> tsFileResources, boolean sequence)
       throws IOException, DiskSpaceInsufficientException {
+    long maxInnerCompactionCount = Long.MIN_VALUE;
     long maxCrossMergeCount = Long.MIN_VALUE;
     int maxTierLevel = 0;
     for (TsFileResource resource : tsFileResources) {
       TsFileName tsFileName = getTsFileName(resource.getTsFile().getName());
+      maxInnerCompactionCount = Math.max(tsFileName.innerCompactionCnt, maxInnerCompactionCount);
       maxCrossMergeCount = Math.max(tsFileName.crossCompactionCnt, maxCrossMergeCount);
       maxTierLevel = Math.max(resource.getTierLevel(), maxTierLevel);
     }
@@ -339,7 +341,7 @@ public static List<TsFileResource> getNewInnerCompactionTargetFileResources(
                       tsFileResources.get(0).getTimePartition(),
                       tsFileName.time,
                       tsFileName.version,
-                      tsFileName.innerCompactionCnt + 1,
+                      maxInnerCompactionCount,
                       (int) maxCrossMergeCount,
                       maxTierLevel,
                       IoTDBConstant.INNER_COMPACTION_TMP_FILE_SUFFIX)),