diff --git a/modules/prediction/scenario/prioritization/obstacles_prioritizer.cc b/modules/prediction/scenario/prioritization/obstacles_prioritizer.cc
index 02739e45c50a66503177e71b58d5fa32d8af9193..34392698d86d1fa5e607665c60a844cb9a4bcc41 100644
--- a/modules/prediction/scenario/prioritization/obstacles_prioritizer.cc
+++ b/modules/prediction/scenario/prioritization/obstacles_prioritizer.cc
@@ -183,11 +183,37 @@ void ObstaclesPrioritizer::AssignIgnoreLevel() {
 }
 
 void ObstaclesPrioritizer::AssignCautionLevel() {
+  AssignCautionLevelInJunction();
   AssignCautionLevelCruiseKeepLane();
   AssignCautionLevelCruiseChangeLane();
   AssignCautionLevelByEgoReferenceLine();
 }
 
+void ObstaclesPrioritizer::AssignCautionLevelInJunction() {
+  auto obstacles_container =
+      ContainerManager::Instance()->GetContainer<ObstaclesContainer>(
+          AdapterConfig::PERCEPTION_OBSTACLES);
+  if (obstacles_container == nullptr) {
+    AERROR << "Obstacles container pointer is a null pointer.";
+    return;
+  }
+
+  // TODO(Hongyi): get current junction_id from Storytelling
+  std::string curr_junction_id;
+  const auto& obstacle_ids =
+      obstacles_container->curr_frame_movable_obstacle_ids();
+  for (const int obstacle_id : obstacle_ids) {
+    Obstacle* obstacle_ptr = obstacles_container->GetObstacle(obstacle_id);
+    if (obstacle_ptr == nullptr) {
+      AERROR << "Null obstacle pointer found.";
+      continue;
+    }
+    if (obstacle_ptr->IsInJunction(curr_junction_id)) {
+      obstacle_ptr->SetCaution();
+    }
+  }
+}
+
 void ObstaclesPrioritizer::AssignCautionLevelCruiseKeepLane() {
   ObstaclesContainer* obstacles_container =
       ContainerManager::Instance()->GetContainer<ObstaclesContainer>(
diff --git a/modules/prediction/scenario/prioritization/obstacles_prioritizer.h b/modules/prediction/scenario/prioritization/obstacles_prioritizer.h
index 5f4ff59f908894e79e27385158ac9fc04d6a743f..bbe110d8a24dc54b507de77cc2c48ffe2ae49e42 100644
--- a/modules/prediction/scenario/prioritization/obstacles_prioritizer.h
+++ b/modules/prediction/scenario/prioritization/obstacles_prioritizer.h
@@ -37,6 +37,8 @@ class ObstaclesPrioritizer {
   void AssignCautionLevel();
 
  private:
+  void AssignCautionLevelInJunction();
+
   void AssignCautionLevelCruiseKeepLane();
 
   void AssignCautionLevelCruiseChangeLane();