diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/FileScanNode.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/FileScanNode.java
index a2724d6a627421..5352a128a3222c 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/datasource/FileScanNode.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/FileScanNode.java
@@ -98,8 +98,8 @@ public String getNodeExplainString(String prefix, TExplainLevel detailLevel) {
                     .append(getExplainString(conjuncts, prefix)).append("\n");
         }
         if (!runtimeFilters.isEmpty()) {
-            output.append(prefix).append("runtime filters: ");
-            output.append(getRuntimeFilterExplainString(false));
+            output.append(prefix).append("runtime filters:\n");
+            output.append(getRuntimeFilterExplainString(false, prefix));
         }
 
         output.append(prefix);
diff --git a/fe/fe-core/src/main/java/org/apache/doris/planner/DataStreamSink.java b/fe/fe-core/src/main/java/org/apache/doris/planner/DataStreamSink.java
index bdab085e725580..d3f7a3355827d3 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/planner/DataStreamSink.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/planner/DataStreamSink.java
@@ -157,7 +157,7 @@ public void setTabletSinkTxnId(long txnId) {
     @Override
     public String getExplainString(String prefix, TExplainLevel explainLevel) {
         StringBuilder strBuilder = new StringBuilder();
-        strBuilder.append(prefix).append("stream data sink\n");
+        strBuilder.append(prefix).append("STREAM_DATA_SINK\n");
         strBuilder.append(prefix).append("  exchange id: ").append(exchNodeId);
         if (outputPartition != null) {
             strBuilder.append("\n").append(prefix).append("  ").append(outputPartition.getExplainString(explainLevel));
diff --git a/fe/fe-core/src/main/java/org/apache/doris/planner/HashJoinNode.java b/fe/fe-core/src/main/java/org/apache/doris/planner/HashJoinNode.java
index 7952fdd213fcc6..bd46eae60ba3f6 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/planner/HashJoinNode.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/planner/HashJoinNode.java
@@ -857,8 +857,8 @@ public String getNodeExplainString(String detailPrefix, TExplainLevel detailLeve
                     .append(getExplainString(conjuncts, detailPrefix)).append("\n");
         }
         if (!runtimeFilters.isEmpty()) {
-            output.append(detailPrefix).append("runtime filters: ");
-            output.append(getRuntimeFilterExplainString(true));
+            output.append(detailPrefix).append("runtime filters:\n");
+            output.append(getRuntimeFilterExplainString(true, detailPrefix));
         }
         output.append(detailPrefix).append(String.format("cardinality=%,d", cardinality)).append("\n");
         if (outputTupleDesc != null) {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/planner/NestedLoopJoinNode.java b/fe/fe-core/src/main/java/org/apache/doris/planner/NestedLoopJoinNode.java
index a6cf3e554eca72..b333e76786eb58 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/planner/NestedLoopJoinNode.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/planner/NestedLoopJoinNode.java
@@ -259,7 +259,7 @@ public String getNodeExplainString(String detailPrefix, TExplainLevel detailLeve
         }
         if (!runtimeFilters.isEmpty()) {
             output.append(detailPrefix).append("runtime filters: ");
-            output.append(getRuntimeFilterExplainString(true));
+            output.append(getRuntimeFilterExplainString(true, detailPrefix));
         }
         output.append(detailPrefix).append("is output left side only: ").append(isOutputLeftSideOnly).append("\n");
         output.append(detailPrefix).append(String.format("cardinality=%,d", cardinality)).append("\n");
diff --git a/fe/fe-core/src/main/java/org/apache/doris/planner/OlapScanNode.java b/fe/fe-core/src/main/java/org/apache/doris/planner/OlapScanNode.java
index 8e46a6e89d6e5d..2925ced8d9d1e7 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/planner/OlapScanNode.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/planner/OlapScanNode.java
@@ -1374,8 +1374,8 @@ public String getNodeExplainString(String prefix, TExplainLevel detailLevel) {
             output.append(prefix).append("PREDICATES: ").append(expr.toSql()).append("\n");
         }
         if (!runtimeFilters.isEmpty()) {
-            output.append(prefix).append("runtime filters: ");
-            output.append(getRuntimeFilterExplainString(false));
+            output.append(prefix).append("runtime filters:\n");
+            output.append(getRuntimeFilterExplainString(false, prefix));
         }
 
         String selectedPartitions = getSelectedPartitionIds().stream().sorted()
diff --git a/fe/fe-core/src/main/java/org/apache/doris/planner/PlanNode.java b/fe/fe-core/src/main/java/org/apache/doris/planner/PlanNode.java
index 0d6ee2d6178653..6610501424f691 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/planner/PlanNode.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/planner/PlanNode.java
@@ -1206,19 +1206,24 @@ public void clearRuntimeFilters() {
         runtimeFilters.clear();
     }
 
-    protected String getRuntimeFilterExplainString(boolean isBuildNode, boolean isBrief) {
+    protected String getRuntimeFilterExplainString(boolean isBuildNode, boolean isBrief, String prefix) {
         if (runtimeFilters.isEmpty()) {
             return "";
         }
         List<String> filtersStr = new ArrayList<>();
         for (RuntimeFilter filter : runtimeFilters) {
-            filtersStr.add(filter.getExplainString(isBuildNode, isBrief, getId()));
+            filtersStr.add(prefix + "  " + filter.getExplainString(isBuildNode, isBrief, getId()));
         }
-        return Joiner.on(", ").join(filtersStr) + "\n";
+        return Joiner.on("\n").join(filtersStr) + "\n";
     }
 
+    protected String getRuntimeFilterExplainString(boolean isBuildNode, String prefix) {
+        return getRuntimeFilterExplainString(isBuildNode, false, prefix);
+    }
+
+    // For test only
     protected String getRuntimeFilterExplainString(boolean isBuildNode) {
-        return getRuntimeFilterExplainString(isBuildNode, false);
+        return getRuntimeFilterExplainString(isBuildNode, false, "");
     }
 
     /**