diff --git a/flink-cdc-connect/flink-cdc-pipeline-connectors/flink-cdc-pipeline-connector-starrocks/src/main/java/org/apache/flink/cdc/connectors/starrocks/sink/StarRocksUtils.java b/flink-cdc-connect/flink-cdc-pipeline-connectors/flink-cdc-pipeline-connector-starrocks/src/main/java/org/apache/flink/cdc/connectors/starrocks/sink/StarRocksUtils.java
index 50dab2ac4..67a179e89 100644
--- a/flink-cdc-connect/flink-cdc-pipeline-connectors/flink-cdc-pipeline-connector-starrocks/src/main/java/org/apache/flink/cdc/connectors/starrocks/sink/StarRocksUtils.java
+++ b/flink-cdc-connect/flink-cdc-pipeline-connectors/flink-cdc-pipeline-connector-starrocks/src/main/java/org/apache/flink/cdc/connectors/starrocks/sink/StarRocksUtils.java
@@ -40,6 +40,8 @@ import org.apache.flink.cdc.common.types.VarCharType;
 import com.starrocks.connector.flink.catalog.StarRocksColumn;
 import com.starrocks.connector.flink.catalog.StarRocksTable;
 
+import java.math.BigDecimal;
+import java.math.RoundingMode;
 import java.time.LocalDate;
 import java.time.ZoneId;
 import java.time.ZonedDateTime;
@@ -50,10 +52,14 @@ import java.util.List;
 import static org.apache.flink.cdc.common.types.DataTypeChecks.getPrecision;
 import static org.apache.flink.cdc.common.types.DataTypeChecks.getScale;
 
-/** Utilities for conversion from source table to StarRocks table. */
+/**
+ * Utilities for conversion from source table to StarRocks table.
+ */
 public class StarRocksUtils {
 
-    /** Convert a source table to {@link StarRocksTable}. */
+    /**
+     * Convert a source table to {@link StarRocksTable}.
+     */
     public static StarRocksTable toStarRocksTable(
             TableId tableId, Schema schema, TableCreateConfig tableCreateConfig) {
         if (schema.primaryKeys().isEmpty()) {
@@ -107,7 +113,9 @@ public class StarRocksUtils {
         return tableBuilder.build();
     }
 
-    /** Convert CDC data type to StarRocks data type. */
+    /**
+     * Convert CDC data type to StarRocks data type.
+     */
     public static void toStarRocksDataType(
             Column cdcColumn, boolean isPrimaryKeys, StarRocksColumn.Builder builder) {
         CdcDataTypeTransformer dataTypeTransformer =
@@ -115,11 +123,15 @@ public class StarRocksUtils {
         cdcColumn.getType().accept(dataTypeTransformer);
     }
 
-    /** Format DATE type data. */
+    /**
+     * Format DATE type data.
+     */
     private static final DateTimeFormatter DATE_FORMATTER =
             DateTimeFormatter.ofPattern("yyyy-MM-dd");
 
-    /** Format timestamp-related type data. */
+    /**
+     * Format timestamp-related type data.
+     */
     private static final DateTimeFormatter DATETIME_FORMATTER =
             DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
 
@@ -128,9 +140,9 @@ public class StarRocksUtils {
      * position.
      *
      * @param fieldType the element type of the RecordData
-     * @param fieldPos the element position of the RecordData
-     * @param zoneId the time zone used when converting from <code>TIMESTAMP WITH LOCAL TIME ZONE
-     *     </code>
+     * @param fieldPos  the element position of the RecordData
+     * @param zoneId    the time zone used when converting from <code>TIMESTAMP WITH LOCAL TIME ZONE
+     *                  </code>
      */
     public static RecordData.FieldGetter createFieldGetter(
             DataType fieldType, int fieldPos, ZoneId zoneId) {
@@ -162,9 +174,15 @@ public class StarRocksUtils {
                 final int decimalPrecision = getPrecision(fieldType);
                 final int decimalScale = getScale(fieldType);
                 fieldGetter =
-                        record ->
-                                record.getDecimal(fieldPos, decimalPrecision, decimalScale)
-                                        .toBigDecimal();
+                        record -> {
+                            /*When converting the binary array to decimal here, the result is not accurate*/
+                            double value = record.getDouble(fieldPos);
+                            BigDecimal resultValue = BigDecimal.valueOf(value).setScale(decimalScale, RoundingMode.HALF_UP);
+                            if (resultValue.compareTo(BigDecimal.ZERO) == 0 && decimalScale == 0) {
+                                resultValue = record.getDecimal(fieldPos, decimalPrecision, decimalScale).toBigDecimal();
+                            }
+                            return resultValue;
+                        };
                 break;
             case CHAR:
             case VARCHAR:
@@ -229,13 +247,19 @@ public class StarRocksUtils {
     public static final String DATETIME = "DATETIME";
     public static final String JSON = "JSON";
 
-    /** Max size of char type of StarRocks. */
+    /**
+     * Max size of char type of StarRocks.
+     */
     public static final int MAX_CHAR_SIZE = 255;
 
-    /** Max size of varchar type of StarRocks. */
+    /**
+     * Max size of varchar type of StarRocks.
+     */
     public static final int MAX_VARCHAR_SIZE = 1048576;
 
-    /** Transforms CDC {@link DataType} to StarRocks data type. */
+    /**
+     * Transforms CDC {@link DataType} to StarRocks data type.
+     */
     public static class CdcDataTypeTransformer
             extends DataTypeDefaultVisitor<StarRocksColumn.Builder> {