diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
index fcc2d2bc..b4adb95e 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
@@ -308,21 +308,28 @@ public class InferenceResultService {
             .filter(c -> mapSheetNums.contains(c.getMapSheetNum()))
             .toList();
 
+    // target도 교집합으로 줄이기
+    List<MngListDto> filteredTargetMngList =
+        targetMngList.stream()
+            .filter(t -> t.getMapSheetNum() != null)
+            .filter(t -> mapSheetNums.contains(t.getMapSheetNum()))
+            .toList();
+
     // 로그
     int targetOnlyExcluded = targetTotal - intersection;
     int compareOnly = compareTotalAfterFallback - intersection;
 
     log.info(
         """
-      ===== MapSheet Year Comparison =====
-      target Total: {}
-      compare Total(before fallback): {}
-      compare Total(after fallback): {}
-      Intersection: {}
-      target Only (Excluded): {}
-      compare Only: {}
-      ====================================
-      """,
+    ===== MapSheet Year Comparison =====
+    target Total: {}
+    compare Total(before fallback): {}
+    compare Total(after fallback): {}
+    Intersection: {}
+    target Only (Excluded): {}
+    compare Only: {}
+    ====================================
+    """,
         targetTotal,
         compareTotalBeforeFallback,
         compareTotalAfterFallback,
@@ -357,7 +364,7 @@ public class InferenceResultService {
     GeoJsonValidator.validateWithRequested(targetScene.getFilePath(), mapSheetNums);
 
     // 추론 실행
-    return executeInference(req, targetMngList, mapSheetNums, compareScene, targetScene);
+    return executeInference(req, filteredTargetMngList, mapSheetNums, compareScene, targetScene);
   }
 
   /**