diff --git a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/LookupJoinITCase.java b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/LookupJoinITCase.java
index 46399f85632a..3e9ba2194aed 100644
--- a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/LookupJoinITCase.java
+++ b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/LookupJoinITCase.java
@@ -134,45 +134,40 @@ public void testLookup(LookupCacheMode cacheMode) throws Exception {
         iterator.close();
     }
 
-    @ParameterizedTest
-    @EnumSource(LookupCacheMode.class)
-    public void testLookupIgnoreScanOptions(LookupCacheMode cacheMode) throws Exception {
-        initTable(cacheMode);
-        sql("INSERT INTO DIM VALUES (1, 11, 111, 1111), (2, 22, 222, 2222)");
-
-        String scanOption;
-        if (ThreadLocalRandom.current().nextBoolean()) {
-            scanOption = "'scan.mode'='latest'";
-        } else {
-            scanOption = "'scan.snapshot-id'='2'";
-        }
-        String query =
-                "SELECT T.i, D.j, D.k1, D.k2 FROM T LEFT JOIN DIM /*+ OPTIONS("
-                        + scanOption
-                        + ") */"
-                        + " for system_time as of T.proctime AS D ON T.i = D.i";
-        BlockingIterator<Row, Row> iterator = BlockingIterator.of(sEnv.executeSql(query).collect());
-
-        sql("INSERT INTO T VALUES (1), (2), (3)");
-        List<Row> result = iterator.collect(3);
-        assertThat(result)
-                .containsExactlyInAnyOrder(
-                        Row.of(1, 11, 111, 1111),
-                        Row.of(2, 22, 222, 2222),
-                        Row.of(3, null, null, null));
-
-        sql("INSERT INTO DIM VALUES (2, 44, 444, 4444), (3, 33, 333, 3333)");
-        Thread.sleep(2000); // wait refresh
-        sql("INSERT INTO T VALUES (1), (2), (3), (4)");
-        result = iterator.collect(4);
-        assertThat(result)
-                .containsExactlyInAnyOrder(
-                        Row.of(1, 11, 111, 1111),
-                        Row.of(2, 44, 444, 4444),
-                        Row.of(3, 33, 333, 3333),
-                        Row.of(4, null, null, null));
-
-        iterator.close();
+    @Test
+    public void testLookupIgnoreScanOptions() throws Exception {
+        sql(
+                "CREATE TABLE d (\n"
+                        + "  pt INT,\n"
+                        + "  id INT,\n"
+                        + "  data STRING,\n"
+                        + "  PRIMARY KEY (pt, id) NOT ENFORCED\n"
+                        + ") PARTITIONED BY (pt) WITH ( 'bucket' = '1', 'continuous.discovery-interval'='1 ms' )");
+        sql(
+                "CREATE TABLE t1 (\n"
+                        + "  pt INT,\n"
+                        + "  id INT,\n"
+                        + "  data STRING,\n"
+                        + "  `proctime` AS PROCTIME(),\n"
+                        + "  PRIMARY KEY (pt, id) NOT ENFORCED\n"
+                        + ") PARTITIONED BY (pt) with ( 'continuous.discovery-interval'='1 ms' )");
+
+        sql("INSERT INTO d VALUES (1, 1, 'one'), (2, 2, 'two'), (3, 3, 'three')");
+        sql("INSERT INTO t1 VALUES (1, 1, 'one'), (2, 2, 'two'), (3, 3, 'three')");
+
+        BlockingIterator<Row, Row> streamIter =
+                streamSqlBlockIter(
+                        "SELECT T.pt, T.id, T.data, D.pt, D.id, D.data "
+                                + "FROM t1 AS T LEFT JOIN d /*+ OPTIONS('lookup.dynamic-partition'='max_pt()', 'scan.snapshot-id'='2') */ "
+                                + "FOR SYSTEM_TIME AS OF T.proctime AS D ON T.id = D.id");
+
+        assertThat(streamIter.collect(3))
+                .containsExactlyInAnyOrder(
+                        Row.of(1, 1, "one", null, null, null),
+                        Row.of(2, 2, "two", null, null, null),
+                        Row.of(3, 3, "three", 3, 3, "three"));
+
+        streamIter.close();
     }
 
     @ParameterizedTest