diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java
index 536a9f4e..60efb52c 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java
@@ -457,6 +457,7 @@ public class InferenceDetailDto {
 
     private String bboxGeom;
     private String bboxCenterPoint;
+    private UUID inferenceUuid;
 
     public AnalResultInfo(
         String analTitle,
@@ -472,7 +473,8 @@ public class InferenceDetailDto {
         Integer stage,
         String subUid,
         Boolean applyYn,
-        ZonedDateTime applyDttm) {
+        ZonedDateTime applyDttm,
+        UUID inferenceUuid) {
       this.analTitle = analTitle;
       this.modelVer1 = modelVer1;
       this.modelVer2 = modelVer2;
@@ -502,6 +504,7 @@ public class InferenceDetailDto {
 
         this.elapsedDuration = String.format("%02d:%02d:%02d", h, m, s);
       }
+      this.inferenceUuid = inferenceUuid;
     }
 
     @JsonProperty("bboxGeom")
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java b/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
index edcdaf2c..9dda7e4c 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
@@ -38,8 +38,10 @@ import jakarta.validation.constraints.NotNull;
 import java.time.ZonedDateTime;
 import java.util.ArrayList;
 import java.util.List;
+import java.util.Objects;
 import java.util.UUID;
 import java.util.function.Consumer;
+import java.util.stream.Stream;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
 import org.springframework.dao.DataAccessException;
@@ -263,10 +265,12 @@ public class InferenceResultCoreService {
       applyModelUpdate(entity, request);
     }
 
-    List<Long> batchIds = new ArrayList<>();
-    batchIds.add(entity.getM1ModelBatchId());
-    batchIds.add(entity.getM2ModelBatchId());
-    batchIds.add(entity.getM3ModelBatchId());
+    List<Long> batchIds =
+        Stream.of(
+                entity.getM1ModelBatchId(), entity.getM2ModelBatchId(), entity.getM3ModelBatchId())
+            .filter(Objects::nonNull)
+            .distinct() // 중복 방지 (선택)
+            .toList();
 
     // testing 추론결과 테이블 조회하여 탐지 개수 업데이트
     Long testing = getInferenceResultCnt(batchIds);
@@ -509,10 +513,7 @@ public class InferenceResultCoreService {
     if (entity == null) {
       throw new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND);
     }
-    //        inferenceResultRepository
-    //            .getInferenceUid(uuid)
-    //            .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA",
-    // HttpStatus.NOT_FOUND));
+
     InferenceLearnDto dto = new InferenceLearnDto();
     dto.setUid(entity.getUid());
     dto.setM1ModelBatchId(entity.getM1ModelBatchId());
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
index 7a210a0f..1fea40a5 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
@@ -328,7 +328,8 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
                 mapSheetLearnEntity.stage,
                 Expressions.stringTemplate("substring({0} from 1 for 8)", mapSheetLearnEntity.uid),
                 mapSheetLearnEntity.applyYn,
-                mapSheetLearnEntity.applyDttm))
+                mapSheetLearnEntity.applyDttm,
+                mapSheetAnalInferenceEntity.uuid))
         .from(mapSheetLearnEntity)
         .leftJoin(m1)
         .on(mapSheetLearnEntity.m1ModelUuid.eq(m1.uuid))
@@ -336,6 +337,8 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
         .on(mapSheetLearnEntity.m2ModelUuid.eq(m2.uuid))
         .leftJoin(m3)
         .on(mapSheetLearnEntity.m3ModelUuid.eq(m3.uuid))
+        .leftJoin(mapSheetAnalInferenceEntity)
+        .on(mapSheetAnalInferenceEntity.learnId.eq(mapSheetLearnEntity.id))
         .where(mapSheetLearnEntity.uuid.eq(uuid))
         .fetchOne();
   }