diff --git a/dev/deps/spark-deps-hadoop-2.7 b/dev/deps/spark-deps-hadoop-2.7
index 0154fd26586b..d41be281a192 100644
--- a/dev/deps/spark-deps-hadoop-2.7
+++ b/dev/deps/spark-deps-hadoop-2.7
@@ -161,13 +161,13 @@ orc-shims-1.5.4.jar
 oro-2.0.8.jar
 osgi-resource-locator-1.0.1.jar
 paranamer-2.8.jar
-parquet-column-1.10.0.jar
-parquet-common-1.10.0.jar
-parquet-encoding-1.10.0.jar
+parquet-column-1.10.1.jar
+parquet-common-1.10.1.jar
+parquet-encoding-1.10.1.jar
 parquet-format-2.4.0.jar
-parquet-hadoop-1.10.0.jar
+parquet-hadoop-1.10.1.jar
 parquet-hadoop-bundle-1.6.0.jar
-parquet-jackson-1.10.0.jar
+parquet-jackson-1.10.1.jar
 protobuf-java-2.5.0.jar
 py4j-0.10.8.1.jar
 pyrolite-4.13.jar
diff --git a/dev/deps/spark-deps-hadoop-3.1 b/dev/deps/spark-deps-hadoop-3.1
index 7d5325c55e2e..a6069c5f8ae8 100644
--- a/dev/deps/spark-deps-hadoop-3.1
+++ b/dev/deps/spark-deps-hadoop-3.1
@@ -178,13 +178,13 @@ orc-shims-1.5.4.jar
 oro-2.0.8.jar
 osgi-resource-locator-1.0.1.jar
 paranamer-2.8.jar
-parquet-column-1.10.0.jar
-parquet-common-1.10.0.jar
-parquet-encoding-1.10.0.jar
+parquet-column-1.10.1.jar
+parquet-common-1.10.1.jar
+parquet-encoding-1.10.1.jar
 parquet-format-2.4.0.jar
-parquet-hadoop-1.10.0.jar
+parquet-hadoop-1.10.1.jar
 parquet-hadoop-bundle-1.6.0.jar
-parquet-jackson-1.10.0.jar
+parquet-jackson-1.10.1.jar
 protobuf-java-2.5.0.jar
 py4j-0.10.8.1.jar
 pyrolite-4.13.jar
diff --git a/pom.xml b/pom.xml
index 6676c5dcf979..cbac15f1dfad 100644
--- a/pom.xml
+++ b/pom.xml
@@ -132,7 +132,7 @@
     <!-- note that this should be compatible with Kafka brokers version 0.10 and up -->
     <kafka.version>2.1.0</kafka.version>
     <derby.version>10.12.1.1</derby.version>
-    <parquet.version>1.10.0</parquet.version>
+    <parquet.version>1.10.1</parquet.version>
     <orc.version>1.5.4</orc.version>
     <orc.classifier>nohive</orc.classifier>
     <hive.parquet.version>1.6.0</hive.parquet.version>
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetQuerySuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetQuerySuite.scala
index ce1dc6e159c6..beb89d91c926 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetQuerySuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetQuerySuite.scala
@@ -890,6 +890,21 @@ class ParquetQuerySuite extends QueryTest with ParquetTest with SharedSQLContext
       }
     }
   }
+
+  test("SPARK-26677: negated null-safe equality comparison should not filter matched row groups") {
+    (true :: false :: Nil).foreach { vectorized =>
+      withSQLConf(SQLConf.PARQUET_VECTORIZED_READER_ENABLED.key -> vectorized.toString) {
+        withTempPath { path =>
+          // Repeated values for dictionary encoding.
+          Seq(Some("A"), Some("A"), None).toDF.repartition(1)
+            .write.parquet(path.getAbsolutePath)
+          val df = spark.read.parquet(path.getAbsolutePath)
+          checkAnswer(stripSparkFilter(df.where("NOT (value <=> 'A')")), df)
+        }
+      }
+    }
+  }
+
 }
 
 object TestingUDT {