diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/issue363_equality/issue363_equality.3.query.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/issue363_equality/issue363_equality.3.query.aql
index bc1f329..7e898a2 100644
--- a/asterix-app/src/test/resources/runtimets/queries/comparison/issue363_equality/issue363_equality.3.query.aql
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/issue363_equality/issue363_equality.3.query.aql
@@ -50,5 +50,5 @@
 "polygon2": $v6 != $ndv6,
 "circle2": $v7 != $ndv7,
 "rectangle2": $v8 != $ndv8,
-"interval2": $v9 != $ndv9,
+"interval2": $v9 != $ndv9
 }
\ No newline at end of file
diff --git a/asterix-om/src/main/java/edu/uci/ics/asterix/dataflow/data/nontagged/comparators/APolygonPartialBinaryComparatorFactory.java b/asterix-om/src/main/java/edu/uci/ics/asterix/dataflow/data/nontagged/comparators/APolygonPartialBinaryComparatorFactory.java
index 74ffb3f..187a478 100644
--- a/asterix-om/src/main/java/edu/uci/ics/asterix/dataflow/data/nontagged/comparators/APolygonPartialBinaryComparatorFactory.java
+++ b/asterix-om/src/main/java/edu/uci/ics/asterix/dataflow/data/nontagged/comparators/APolygonPartialBinaryComparatorFactory.java
@@ -14,7 +14,7 @@
  */
 package edu.uci.ics.asterix.dataflow.data.nontagged.comparators;
 
-import edu.uci.ics.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
+import edu.uci.ics.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
@@ -38,18 +38,18 @@
 
             @Override
             public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
-                short pointCount1 = AInt8SerializerDeserializer.getByte(b1, s1);
-                int c = Short.compare(pointCount1, AInt8SerializerDeserializer.getByte(b2, s2));
+                short pointCount1 = AInt16SerializerDeserializer.getShort(b1, s1);
+                int c = Short.compare(pointCount1, AInt16SerializerDeserializer.getShort(b2, s2));
 
                 if (c == 0) {
                     int ci = 0;
                     for (int i = 0; i < pointCount1; i++) {
-                        ci = Double.compare(DoubleSerializerDeserializer.getDouble(b1, s1 + 3 + i * 16),
-                                DoubleSerializerDeserializer.getDouble(b2, s1 + 3 + i * 16));
+                        ci = Double.compare(DoubleSerializerDeserializer.getDouble(b1, s1 + 2 + i * 16),
+                                DoubleSerializerDeserializer.getDouble(b2, s1 + 2 + i * 16));
                         if (ci == 0) {
-                            ci = Double.compare(DoubleSerializerDeserializer.getDouble(b1, s1 + 11 + i * 16),
-                                    DoubleSerializerDeserializer.getDouble(b2, s1 + 11 + i * 16));
-                            if(ci == 0){
+                            ci = Double.compare(DoubleSerializerDeserializer.getDouble(b1, s1 + 10 + i * 16),
+                                    DoubleSerializerDeserializer.getDouble(b2, s1 + 10 + i * 16));
+                            if (ci == 0) {
                                 continue;
                             }
                         }
diff --git a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/comparisons/AbstractComparisonEvaluator.java b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/comparisons/AbstractComparisonEvaluator.java
index 283eca3..e055d78 100644
--- a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/comparisons/AbstractComparisonEvaluator.java
+++ b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/comparisons/AbstractComparisonEvaluator.java
@@ -191,6 +191,10 @@
                 result = intervalBinaryComp.compare(outLeft.getByteArray(), 1, outLeft.getLength() - 1,
                         outRight.getByteArray(), 1, outRight.getLength() - 1);
                 break;
+            case RECTANGLE:
+                result = rectangleBinaryComparator.compare(outLeft.getByteArray(), 1, outLeft.getLength() - 1,
+                        outRight.getByteArray(), 1, outRight.getLength() - 1);
+                break;
             default:
                 throw new AlgebricksException("Comparison for " + actualTypeTag + " is not supported.");
         }
diff --git a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/formats/NonTaggedDataFormat.java b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/formats/NonTaggedDataFormat.java
index 618a3ee..3acd3fc 100644
--- a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/formats/NonTaggedDataFormat.java
+++ b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/formats/NonTaggedDataFormat.java
@@ -228,8 +228,8 @@
 import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.IntervalOverlapsDescriptor;
 import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.IntervalStartedByDescriptor;
 import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.IntervalStartsDescriptor;
-import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.MillisecondsOfDayTimeDurationDescriptor;
-import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.MonthsOfYearMonthDurationDescriptor;
+import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.MillisecondsFromDayTimeDurationDescriptor;
+import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.MonthsFromYearMonthDurationDescriptor;
 import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.OverlapDescriptor;
 import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.SubtractDateDescriptor;
 import edu.uci.ics.asterix.runtime.evaluators.functions.temporal.SubtractDatetimeDescriptor;