diff --git a/parquet-hadoop/src/main/java/org/apache/parquet/filter2/compat/RowGroupFilter.java b/parquet-hadoop/src/main/java/org/apache/parquet/filter2/compat/RowGroupFilter.java
index 73ff9aae67..44f0f7b03f 100644
--- a/parquet-hadoop/src/main/java/org/apache/parquet/filter2/compat/RowGroupFilter.java
+++ b/parquet-hadoop/src/main/java/org/apache/parquet/filter2/compat/RowGroupFilter.java
@@ -22,6 +22,7 @@
 import java.util.Collections;
 import java.util.List;
 import java.util.Objects;
+import java.util.concurrent.atomic.AtomicBoolean;
 
 import org.apache.parquet.filter2.bloomfilterlevel.BloomFilterImpl;
 import org.apache.parquet.filter2.compat.FilterCompat.Filter;
@@ -34,8 +35,6 @@
 import org.apache.parquet.hadoop.ParquetFileReader;
 import org.apache.parquet.hadoop.metadata.BlockMetaData;
 import org.apache.parquet.schema.MessageType;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 
 /**
  * Given a {@link Filter} applies it to a list of BlockMetaData (row groups)
@@ -103,11 +102,13 @@ public List<BlockMetaData> visit(FilterCompat.FilterPredicateCompat filterPredic
         drop = StatisticsFilter.canDrop(filterPredicate, block.getColumns());
       }
 
-      if(!drop && levels.contains(FilterLevel.DICTIONARY)) {
-        drop = DictionaryFilter.canDrop(filterPredicate, block.getColumns(), reader.getDictionaryReader(block));
+      // used to mark whether the column has used a dictionary, if dictionary has been used, skip `BloomFilter` to save time.
+      AtomicBoolean hasDictionaryUsed = new AtomicBoolean(false);
+      if (!drop && levels.contains(FilterLevel.DICTIONARY)) {
+        drop = DictionaryFilter.canDrop(filterPredicate, block.getColumns(), reader.getDictionaryReader(block), hasDictionaryUsed);
       }
 
-      if (!drop && levels.contains(FilterLevel.BLOOMFILTER)) {
+      if (!drop && !hasDictionaryUsed.get() && levels.contains(FilterLevel.BLOOMFILTER)) {
         drop = BloomFilterImpl.canDrop(filterPredicate, block.getColumns(), reader.getBloomFilterDataReader(block));
       }
 
diff --git a/parquet-hadoop/src/main/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilter.java b/parquet-hadoop/src/main/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilter.java
index 992aaa8244..a98c020cf3 100644
--- a/parquet-hadoop/src/main/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilter.java
+++ b/parquet-hadoop/src/main/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilter.java
@@ -41,6 +41,7 @@
 import java.util.Map;
 import java.util.Objects;
 import java.util.Set;
+import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.function.IntFunction;
 
 /**
@@ -52,20 +53,27 @@ public class DictionaryFilter implements FilterPredicate.Visitor<Boolean> {
   private static final boolean BLOCK_MIGHT_MATCH = false;
   private static final boolean BLOCK_CANNOT_MATCH = true;
 
-  public static boolean canDrop(FilterPredicate pred, List<ColumnChunkMetaData> columns, DictionaryPageReadStore dictionaries) {
+  public static boolean canDrop(FilterPredicate pred, List<ColumnChunkMetaData> columns, DictionaryPageReadStore dictionaries,
+    AtomicBoolean hasDictionaryUsed) {
     Objects.requireNonNull(pred, "pred cannnot be null");
     Objects.requireNonNull(columns, "columns cannnot be null");
-    return pred.accept(new DictionaryFilter(columns, dictionaries));
+    return pred.accept(new DictionaryFilter(columns, dictionaries, hasDictionaryUsed));
+  }
+
+  public static boolean canDrop(FilterPredicate pred, List<ColumnChunkMetaData> columns, DictionaryPageReadStore dictionaries) {
+    return canDrop(pred, columns, dictionaries, new AtomicBoolean(false));
   }
 
   private final Map<ColumnPath, ColumnChunkMetaData> columns = new HashMap<ColumnPath, ColumnChunkMetaData>();
   private final DictionaryPageReadStore dictionaries;
+  private AtomicBoolean hasDictionaryUsed;
 
-  private DictionaryFilter(List<ColumnChunkMetaData> columnsList, DictionaryPageReadStore dictionaries) {
+  private DictionaryFilter(List<ColumnChunkMetaData> columnsList, DictionaryPageReadStore dictionaries,
+    AtomicBoolean hasDictionaryUsed) {
     for (ColumnChunkMetaData chunk : columnsList) {
       columns.put(chunk.getPath(), chunk);
     }
-
+    this.hasDictionaryUsed = hasDictionaryUsed;
     this.dictionaries = dictionaries;
   }
 
@@ -113,7 +121,9 @@ private <T extends Comparable<T>> Set<T> expandDictionary(ColumnChunkMetaData me
     for (int i = 0; i <= dict.getMaxId(); i++) {
       dictSet.add((T) dictValueProvider.apply(i));
     }
-    
+    if (!hasNonDictionaryPages(meta)) {
+      hasDictionaryUsed.set(true);
+    }
     return dictSet;
   }
 
diff --git a/parquet-hadoop/src/test/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilterTest.java b/parquet-hadoop/src/test/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilterTest.java
index 4fa933e754..88ba4b1f63 100644
--- a/parquet-hadoop/src/test/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilterTest.java
+++ b/parquet-hadoop/src/test/java/org/apache/parquet/filter2/dictionarylevel/DictionaryFilterTest.java
@@ -68,6 +68,7 @@
 import java.util.List;
 import java.util.Set;
 import java.util.UUID;
+import java.util.concurrent.atomic.AtomicBoolean;
 
 import static org.apache.parquet.column.ParquetProperties.WriterVersion.PARQUET_1_0;
 import static org.apache.parquet.column.ParquetProperties.WriterVersion.PARQUET_2_0;
@@ -333,8 +334,16 @@ public void testEqFixed() throws Exception {
           canDrop(eq(b, toBinary("-2", 17)), ccmd, dictionaries));
     }
 
+    AtomicBoolean hasDictionaryUsed = new AtomicBoolean(false);
     assertFalse("Should not drop block for -1",
-        canDrop(eq(b, toBinary("-1", 17)), ccmd, dictionaries));
+        canDrop(eq(b, toBinary("-1", 17)), ccmd, dictionaries, hasDictionaryUsed));
+
+    // Only V2 supports dictionary encoding for FIXED_LEN_BYTE_ARRAY values
+    if (version == PARQUET_2_0) {
+      assertTrue(hasDictionaryUsed.get());
+    } else {
+      assertFalse(hasDictionaryUsed.get());
+    }
 
     assertFalse("Should not drop block for null",
         canDrop(eq(b, null), ccmd, dictionaries));