diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java
index dabfdb54..3e5cfff2 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java
@@ -5,7 +5,10 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultShpCoreService;
 import com.kamco.cd.kamcoback.scheduler.service.ShpPipelineService;
+import java.util.Objects;
 import java.util.UUID;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
 import lombok.RequiredArgsConstructor;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Service;
@@ -46,10 +49,12 @@ public class InferenceResultShpService {
     if (dto == null) {
       return;
     }
-    Long m1BatchId = dto.getM1ModelBatchId();
-    Long m2BatchId = dto.getM2ModelBatchId();
-    Long m3BatchId = dto.getM3ModelBatchId();
-    String batchId = m1BatchId + "," + m2BatchId + "," + m3BatchId;
+
+    String batchId =
+        Stream.of(dto.getM1ModelBatchId(), dto.getM2ModelBatchId(), dto.getM3ModelBatchId())
+            .filter(Objects::nonNull)
+            .map(String::valueOf)
+            .collect(Collectors.joining(","));
 
     // shp 파일 비동기 생성
     shpPipelineService.runPipeline(jarPath, datasetDir, batchId, dto.getUid());
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 ac81238e..ae415883 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
@@ -69,8 +69,8 @@ public class InferenceResultCoreService {
    * @return
    */
   public Page<ResultList> getInferenceResultList(InferenceResultDto.SearchListReq req) {
-    Page<MapSheetLearnEntity> list = mapSheetLearnRepository.getInferenceMgnResultList(req);
-    return list.map(MapSheetLearnEntity::toDto);
+    Page<ResultList> list = mapSheetLearnRepository.getInferenceMgnResultList(req);
+    return list;
   }
 
   /**
@@ -110,8 +110,7 @@ public class InferenceResultCoreService {
     mapSheetLearnEntity.setDetectOption(req.getDetectOption());
     mapSheetLearnEntity.setCreatedUid(userUtil.getId());
     mapSheetLearnEntity.setMapSheetCnt(mapSheetName);
-    // 도엽건수가 아니라 실제 탐지건수(polygon), 추론 1분 배치에서 업데이트
-    mapSheetLearnEntity.setDetectingCnt(0L);
+    mapSheetLearnEntity.setDetectingCnt((long) detectingCnt);
     // 회차는 국유인 반영할때 update로 변경됨
     //    mapSheetLearnEntity.setStage(
     //        mapSheetLearnRepository.getLearnStage(req.getCompareYyyy(), req.getTargetYyyy()));
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryCustom.java b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryCustom.java
index 41ad1fa2..5d0b8323 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryCustom.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryCustom.java
@@ -10,6 +10,7 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceProgressDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceServerStatusDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceStatusDetailDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.ResultList;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetLearnEntity;
 import java.util.List;
 import java.util.Optional;
@@ -18,7 +19,7 @@ import org.springframework.data.domain.Page;
 
 public interface MapSheetLearnRepositoryCustom {
 
-  Page<MapSheetLearnEntity> getInferenceMgnResultList(InferenceResultDto.SearchListReq req);
+  Page<ResultList> getInferenceMgnResultList(InferenceResultDto.SearchListReq req);
 
   Optional<MapSheetLearnEntity> getInferenceResultByUuid(UUID uuid);
 
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..3bccbccc 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
@@ -24,8 +24,10 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceServerStatusDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceStatusDetailDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetScope;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.ResultList;
 import com.kamco.cd.kamcoback.model.service.ModelMngService;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetLearnEntity;
+import com.kamco.cd.kamcoback.postgres.entity.QInferenceResultsTestingEntity;
 import com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity;
 import com.kamco.cd.kamcoback.postgres.entity.QModelMngEntity;
@@ -60,7 +62,7 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
   private final ModelMngService modelMngService;
 
   @Override
-  public Page<MapSheetLearnEntity> getInferenceMgnResultList(InferenceResultDto.SearchListReq req) {
+  public Page<ResultList> getInferenceMgnResultList(InferenceResultDto.SearchListReq req) {
     Pageable pageable = req.toPageable();
     BooleanBuilder builder = new BooleanBuilder();
 
@@ -90,24 +92,75 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
       builder.and(mapSheetLearnEntity.title.containsIgnoreCase(req.getTitle()));
     }
 
-    List<MapSheetLearnEntity> content =
+    QInferenceResultsTestingEntity irt =
+        QInferenceResultsTestingEntity.inferenceResultsTestingEntity;
+    BooleanExpression joinCond =
+        mapSheetLearnEntity
+            .m1ModelBatchId
+            .isNotNull()
+            .and(irt.batchId.eq(mapSheetLearnEntity.m1ModelBatchId))
+            .or(
+                mapSheetLearnEntity
+                    .m2ModelBatchId
+                    .isNotNull()
+                    .and(irt.batchId.eq(mapSheetLearnEntity.m2ModelBatchId)))
+            .or(
+                mapSheetLearnEntity
+                    .m3ModelBatchId
+                    .isNotNull()
+                    .and(irt.batchId.eq(mapSheetLearnEntity.m3ModelBatchId)));
+
+    List<ResultList> content =
         queryFactory
-            .select(mapSheetLearnEntity)
+            .select(
+                Projections.constructor(
+                    ResultList.class,
+                    mapSheetLearnEntity.uuid,
+                    mapSheetLearnEntity.title,
+                    mapSheetLearnEntity.stage,
+                    mapSheetLearnEntity.status,
+                    mapSheetLearnEntity.mapSheetCnt,
+                    irt.seq.count(),
+                    mapSheetLearnEntity.inferStartDttm,
+                    mapSheetLearnEntity.inferEndDttm,
+                    mapSheetLearnEntity.applyYn,
+                    mapSheetLearnEntity.applyDttm,
+                    mapSheetLearnEntity.compareYyyy,
+                    mapSheetLearnEntity.targetYyyy,
+                    mapSheetLearnEntity.uid))
             .from(mapSheetLearnEntity)
+            .leftJoin(irt)
+            .on(joinCond)
             .where(builder)
+            .groupBy(
+                mapSheetLearnEntity.id,
+                mapSheetLearnEntity.uuid,
+                mapSheetLearnEntity.title,
+                mapSheetLearnEntity.stage,
+                mapSheetLearnEntity.status,
+                mapSheetLearnEntity.mapSheetCnt,
+                mapSheetLearnEntity.inferStartDttm,
+                mapSheetLearnEntity.inferEndDttm,
+                mapSheetLearnEntity.applyYn,
+                mapSheetLearnEntity.applyDttm,
+                mapSheetLearnEntity.compareYyyy,
+                mapSheetLearnEntity.targetYyyy,
+                mapSheetLearnEntity.uid)
+            .orderBy(mapSheetLearnEntity.id.desc())
             .offset(pageable.getOffset())
             .limit(pageable.getPageSize())
-            .orderBy(mapSheetLearnEntity.id.desc())
             .fetch();
 
     Long total =
-        queryFactory
-            .select(mapSheetLearnEntity.count())
-            .from(mapSheetLearnEntity)
-            .where(builder)
-            .fetchOne();
+        Optional.ofNullable(
+                queryFactory
+                    .select(mapSheetLearnEntity.count())
+                    .from(mapSheetLearnEntity)
+                    .where(builder)
+                    .fetchOne())
+            .orElse(0L);
 
-    return new PageImpl<>(content, pageable, total == null ? 0L : total);
+    return new PageImpl<>(content, pageable, total);
   }
 
   @Override