diff --git a/src/OpenTelemetry.Exporter.Geneva/CHANGELOG.md b/src/OpenTelemetry.Exporter.Geneva/CHANGELOG.md
index 45bc04f69c..b82f35ee58 100644
--- a/src/OpenTelemetry.Exporter.Geneva/CHANGELOG.md
+++ b/src/OpenTelemetry.Exporter.Geneva/CHANGELOG.md
@@ -2,6 +2,9 @@
 
 ## Unreleased
 
+* Add support for exporting `UpDownCounter` and `ObservableUpDownCounter`.
+  [#685](https://github.com/open-telemetry/opentelemetry-dotnet-contrib/pull/685)
+
 ## 1.4.0-beta.2
 
 Released 2022-Oct-17
diff --git a/src/OpenTelemetry.Exporter.Geneva/Metrics/GenevaMetricExporter.cs b/src/OpenTelemetry.Exporter.Geneva/Metrics/GenevaMetricExporter.cs
index 56eee227d3..068f8388c2 100644
--- a/src/OpenTelemetry.Exporter.Geneva/Metrics/GenevaMetricExporter.cs
+++ b/src/OpenTelemetry.Exporter.Geneva/Metrics/GenevaMetricExporter.cs
@@ -148,7 +148,25 @@ public override ExportResult Export(in Batch<Metric> batch)
                                 break;
                             }
 
+                        // The value here could be negative hence we have to use `MetricEventType.DoubleMetric`
+                        case MetricType.LongSumNonMonotonic:
+                            {
+                                // potential for minor precision loss implicitly going from long->double
+                                // see: https://docs.microsoft.com/dotnet/csharp/language-reference/builtin-types/numeric-conversions#implicit-numeric-conversions
+                                var doubleSum = Convert.ToDouble(metricPoint.GetSumLong());
+                                var metricData = new MetricData { DoubleValue = doubleSum };
+                                var bodyLength = this.SerializeMetric(
+                                    MetricEventType.DoubleMetric,
+                                    metric.Name,
+                                    metricPoint.EndTime.ToFileTime(),
+                                    metricPoint.Tags,
+                                    metricData);
+                                this.metricDataTransport.Send(MetricEventType.DoubleMetric, this.bufferForNonHistogramMetrics, bodyLength);
+                                break;
+                            }
+
                         case MetricType.DoubleSum:
+                        case MetricType.DoubleSumNonMonotonic:
                             {
                                 var doubleSum = metricPoint.GetSumDouble();
                                 var metricData = new MetricData { DoubleValue = doubleSum };
diff --git a/test/OpenTelemetry.Exporter.Geneva.Benchmark/OpenTelemetry.Exporter.Geneva.Benchmark.csproj b/test/OpenTelemetry.Exporter.Geneva.Benchmark/OpenTelemetry.Exporter.Geneva.Benchmark.csproj
index 57236f7a96..5112523ae7 100644
--- a/test/OpenTelemetry.Exporter.Geneva.Benchmark/OpenTelemetry.Exporter.Geneva.Benchmark.csproj
+++ b/test/OpenTelemetry.Exporter.Geneva.Benchmark/OpenTelemetry.Exporter.Geneva.Benchmark.csproj
@@ -2,7 +2,7 @@
 
     <PropertyGroup>
 		<OutputType>Exe</OutputType>
-        <TargetFrameworks>netcoreapp3.1;net6.0</TargetFrameworks>
+        <TargetFrameworks>net6.0</TargetFrameworks>
         <TargetFrameworks Condition="$(OS) == 'Windows_NT'">$(TargetFrameworks);net462;net47;net471;net472;net48</TargetFrameworks>
         <NoWarn>$(NoWarn),SA1201,SA1202,SA1204,SA1311,SA1123</NoWarn>
 	</PropertyGroup>
@@ -11,7 +11,6 @@
 		<PackageReference Include="BenchmarkDotNet" Version="$(BenchmarkDotNetPkgVer)" />
 		<PackageReference Include="OpenTelemetry.Exporter.InMemory" Version="$(OpenTelemetryExporterInMemoryPkgVer)" />
 		<PackageReference Include="Microsoft.Extensions.Logging" Version="[6.0.0,)" />
-		<PackageReference Include="Microsoft.Extensions.ObjectPool" Version="5.0.4" />
 	</ItemGroup>
 
 	<ItemGroup>
diff --git a/test/OpenTelemetry.Exporter.Geneva.Stress/OpenTelemetry.Exporter.Geneva.Stress.csproj b/test/OpenTelemetry.Exporter.Geneva.Stress/OpenTelemetry.Exporter.Geneva.Stress.csproj
index 36d6642f07..0ef8e9d09d 100644
--- a/test/OpenTelemetry.Exporter.Geneva.Stress/OpenTelemetry.Exporter.Geneva.Stress.csproj
+++ b/test/OpenTelemetry.Exporter.Geneva.Stress/OpenTelemetry.Exporter.Geneva.Stress.csproj
@@ -2,7 +2,7 @@
 
   <PropertyGroup>
     <OutputType>Exe</OutputType>
-    <TargetFrameworks>netcoreapp3.1;net6.0</TargetFrameworks>
+    <TargetFrameworks>net6.0</TargetFrameworks>
     <TargetFrameworks Condition="$(OS) == 'Windows_NT'">$(TargetFrameworks);net462;net47;net471;net472;net48</TargetFrameworks>
     <NoWarn>$(NoWarn),SA1308,SA1201</NoWarn>
   </PropertyGroup>
diff --git a/test/OpenTelemetry.Exporter.Geneva.Tests/GenevaMetricExporterTests.cs b/test/OpenTelemetry.Exporter.Geneva.Tests/GenevaMetricExporterTests.cs
index 28f881e557..37c351e1dd 100644
--- a/test/OpenTelemetry.Exporter.Geneva.Tests/GenevaMetricExporterTests.cs
+++ b/test/OpenTelemetry.Exporter.Geneva.Tests/GenevaMetricExporterTests.cs
@@ -102,6 +102,8 @@ public void SuccessfulSerialization(bool testMaxLimits)
         using var meter = new Meter("SuccessfulSerialization", "0.0.1");
         var longCounter = meter.CreateCounter<long>("longCounter");
         var doubleCounter = meter.CreateCounter<double>("doubleCounter");
+        var longUpDownCounter = meter.CreateUpDownCounter<long>("longUpDownCounter");
+        var doubleUpDownCounter = meter.CreateUpDownCounter<double>("doubleUpDownCounter");
         var histogram = meter.CreateHistogram<long>("histogram");
         var exportedItems = new List<Metric>();
         using var inMemoryReader = new BaseExportingMetricReader(new InMemoryExporter<Metric>(exportedItems))
@@ -129,6 +131,12 @@ public void SuccessfulSerialization(bool testMaxLimits)
         doubleCounter.Add(
             doubleValue, new("tag1", "value1"), new("tag2", "value2"));
 
+        longUpDownCounter.Add(
+            longValue, new("tag1", "value1"), new("tag2", "value2"));
+
+        doubleUpDownCounter.Add(
+            longValue, new("tag1", "value1"), new("tag2", "value2"));
+
         meter.CreateObservableCounter(
             "observableLongCounter",
             () => new List<Measurement<long>>()
@@ -157,6 +165,20 @@ public void SuccessfulSerialization(bool testMaxLimits)
                 new(doubleValue, new("tag1", "value1"), new("tag2", "value2")),
             });
 
+        meter.CreateObservableUpDownCounter(
+            "observableUpDownLongCounter",
+            () => new List<Measurement<long>>()
+            {
+                new(longValue, new("tag1", "value1"), new("tag2", "value2")),
+            });
+
+        meter.CreateObservableUpDownCounter(
+            "observableUpDownDoubleCounter",
+            () => new List<Measurement<double>>()
+            {
+                new(doubleValue, new("tag1", "value1"), new("tag2", "value2")),
+            });
+
         if (testMaxLimits)
         {
             // only testing the max value allowed for sum
@@ -221,7 +243,7 @@ public void SuccessfulSerialization(bool testMaxLimits)
 
             inMemoryReader.Collect();
 
-            Assert.Equal(7, exportedItems.Count);
+            Assert.Equal(11, exportedItems.Count);
 
             // check serialization for longCounter
             this.CheckSerializationForSingleMetricPoint(exportedItems[0], exporter, exporterOptions);
@@ -229,20 +251,32 @@ public void SuccessfulSerialization(bool testMaxLimits)
             // check serialization for doubleCounter
             this.CheckSerializationForSingleMetricPoint(exportedItems[1], exporter, exporterOptions);
 
-            // check serialization for histogram
+            // check serialization for longUpDownCounter
             this.CheckSerializationForSingleMetricPoint(exportedItems[2], exporter, exporterOptions);
 
-            // check serialization for observableLongCounter
+            // check serialization for doubleUpDownCounter
             this.CheckSerializationForSingleMetricPoint(exportedItems[3], exporter, exporterOptions);
 
-            // check serialization for observableDoubleCounter
+            // check serialization for histogram
             this.CheckSerializationForSingleMetricPoint(exportedItems[4], exporter, exporterOptions);
 
-            // check serialization for observableLongGauge
+            // check serialization for observableLongCounter
             this.CheckSerializationForSingleMetricPoint(exportedItems[5], exporter, exporterOptions);
 
-            // check serialization for observableDoubleGauge
+            // check serialization for observableDoubleCounter
             this.CheckSerializationForSingleMetricPoint(exportedItems[6], exporter, exporterOptions);
+
+            // check serialization for observableLongGauge
+            this.CheckSerializationForSingleMetricPoint(exportedItems[7], exporter, exporterOptions);
+
+            // check serialization for observableDoubleGauge
+            this.CheckSerializationForSingleMetricPoint(exportedItems[8], exporter, exporterOptions);
+
+            // check serialization for observableUpDownLongCounter
+            this.CheckSerializationForSingleMetricPoint(exportedItems[9], exporter, exporterOptions);
+
+            // check serialization for observableUpDownDoubleCounter
+            this.CheckSerializationForSingleMetricPoint(exportedItems[10], exporter, exporterOptions);
         }
         finally
         {
@@ -653,6 +687,27 @@ private void CheckSerializationForSingleMetricPoint(Metric metric, GenevaMetricE
             Assert.Equal((ushort)MetricEventType.DoubleMetric, data.EventId);
             Assert.Equal(bodyLength, data.LenBody);
         }
+        else if (metricType == MetricType.LongSumNonMonotonic || metricType == MetricType.DoubleSumNonMonotonic)
+        {
+            var metricDataValue = metricType == MetricType.LongSumNonMonotonic ?
+                Convert.ToDouble(metricPoint.GetSumLong()) :
+                Convert.ToDouble(metricPoint.GetSumDouble());
+            var metricData = new MetricData { DoubleValue = metricDataValue };
+            var bodyLength = exporter.SerializeMetric(
+                MetricEventType.DoubleMetric,
+                metric.Name,
+                metricPoint.EndTime.ToFileTime(),
+                metricPoint.Tags,
+                metricData);
+            var buffer = typeof(GenevaMetricExporter).GetField("bufferForNonHistogramMetrics", BindingFlags.NonPublic | BindingFlags.Instance).GetValue(exporter) as byte[];
+            var stream = new KaitaiStream(buffer);
+            data = new MetricsContract(stream);
+            var valueSection = data.Body.ValueSection as SingleDoubleValue;
+            Assert.Equal(metricDataValue, valueSection.Value);
+            Assert.Equal((ulong)metricPoint.EndTime.ToFileTime(), valueSection.Timestamp);
+            Assert.Equal((ushort)MetricEventType.DoubleMetric, data.EventId);
+            Assert.Equal(bodyLength, data.LenBody);
+        }
         else if (metricType == MetricType.Histogram)
         {
             var sum = new MetricData { UInt64Value = Convert.ToUInt64(metricPoint.GetHistogramSum()) };
diff --git a/test/OpenTelemetry.Exporter.Geneva.Tests/OpenTelemetry.Exporter.Geneva.Tests.csproj b/test/OpenTelemetry.Exporter.Geneva.Tests/OpenTelemetry.Exporter.Geneva.Tests.csproj
index c7115ee052..ddbb67ecd0 100644
--- a/test/OpenTelemetry.Exporter.Geneva.Tests/OpenTelemetry.Exporter.Geneva.Tests.csproj
+++ b/test/OpenTelemetry.Exporter.Geneva.Tests/OpenTelemetry.Exporter.Geneva.Tests.csproj
@@ -2,7 +2,7 @@
 
   <PropertyGroup>
     <Description>Unit test project for Geneva Exporters for OpenTelemetry</Description>
-    <TargetFrameworks>netcoreapp3.1;net6.0</TargetFrameworks>
+    <TargetFrameworks>net6.0</TargetFrameworks>
     <TargetFrameworks Condition="$(OS) == 'Windows_NT'">$(TargetFrameworks);net462;net47;net471;net472;net48</TargetFrameworks>
     <NoWarn>$(NoWarn),SA1311,SA1312,SA1313,SA1123,SA1202</NoWarn>
   </PropertyGroup>
@@ -31,7 +31,7 @@
 
   <ItemGroup>
     <PackageReference Include="Microsoft.Extensions.Logging" Version="5.0.0" />
-    <PackageReference Include="OpenTelemetry.Exporter.InMemory" Version="$(OpenTelemetryExporterInMemoryPkgVer)" />
+    <PackageReference Include="OpenTelemetry.Exporter.InMemory" Version="1.4.0-beta.2" />
   </ItemGroup>
 
   <ItemGroup>