diff --git a/blade-common/src/main/java/org/springblade/common/excel/ImportFailureExcelUtil.java b/blade-common/src/main/java/org/springblade/common/excel/ImportFailureExcelUtil.java
index e297cb5..6b0ad40 100644
--- a/blade-common/src/main/java/org/springblade/common/excel/ImportFailureExcelUtil.java
+++ b/blade-common/src/main/java/org/springblade/common/excel/ImportFailureExcelUtil.java
@@ -35,7 +35,6 @@ import cn.idev.excel.write.metadata.holder.WriteTableHolder;
 import jakarta.servlet.http.HttpServletResponse;
 import org.apache.poi.ss.usermodel.Cell;
 import org.apache.poi.ss.usermodel.CellStyle;
-import org.apache.poi.ss.usermodel.FillPatternType;
 import org.apache.poi.ss.usermodel.Font;
 import org.apache.poi.ss.usermodel.IndexedColors;
 import org.apache.poi.ss.usermodel.Workbook;
@@ -255,7 +254,6 @@ public class ImportFailureExcelUtil {
 		private final List<List<Object>> rows;
 		private final Map<Integer, Set<Integer>> redColumnsByRow = new HashMap<>();
 		private final Map<Short, CellStyle> redStyleCache = new HashMap<>();
-		private final Map<Short, CellStyle> redFillStyleCache = new HashMap<>();
 		private final Map<Short, CellStyle> noWrapStyleCache = new HashMap<>();
 		private final Map<Integer, Integer> columnWidthCache = new HashMap<>();
 
@@ -292,7 +290,7 @@ public class ImportFailureExcelUtil {
 				return;
 			}
 			if (shouldMarkRed(relativeRowIndex, cell.getColumnIndex())) {
-				markRed(cell, isBlankValue(rows.get(relativeRowIndex), cell.getColumnIndex()));
+				markRed(cell);
 			}
 		}
 
@@ -359,24 +357,15 @@ public class ImportFailureExcelUtil {
 			return redColumns != null && redColumns.contains(columnIndex);
 		}
 
-		private boolean isBlankValue(List<Object> row, int columnIndex) {
-			if (columnIndex < 0 || columnIndex >= row.size()) {
-				return true;
-			}
-			Object value = row.get(columnIndex);
-			return value == null || String.valueOf(value).isBlank();
-		}
-
 		/**
 		 * 标红单元格
 		 * <p>
-		 * 单元格为空时只改字体颜色屏幕上什么也看不到（「必填项为空」正是这种情况），
-		 * 因此对空单元格额外加浅红底纹，保证用户能定位到是哪一列出错。
+		 * 统一只改字体颜色，不加底纹；空单元格的红色字体在屏幕上不可见，
+		 * 这类错误依靠失败原因列的文字定位。
 		 */
-		private void markRed(Cell cell, boolean blankValue) {
+		private void markRed(Cell cell) {
 			CellStyle currentStyle = cell.getCellStyle();
-			Map<Short, CellStyle> styleCache = blankValue ? redFillStyleCache : redStyleCache;
-			CellStyle redStyle = styleCache.computeIfAbsent(currentStyle.getIndex(), styleIndex -> {
+			CellStyle redStyle = redStyleCache.computeIfAbsent(currentStyle.getIndex(), styleIndex -> {
 				Workbook workbook = cell.getSheet().getWorkbook();
 				CellStyle newStyle = workbook.createCellStyle();
 				newStyle.cloneStyleFrom(currentStyle);
@@ -384,10 +373,6 @@ public class ImportFailureExcelUtil {
 				font.setColor(IndexedColors.RED.getIndex());
 				newStyle.setFont(font);
 				newStyle.setWrapText(true);
-				if (blankValue) {
-					newStyle.setFillForegroundColor(IndexedColors.ROSE.getIndex());
-					newStyle.setFillPattern(FillPatternType.SOLID_FOREGROUND);
-				}
 				return newStyle;
 			});
 			cell.setCellStyle(redStyle);