diff --git a/face-landmarks-detection/package.json b/face-landmarks-detection/package.json
index 9e92f01f6c..b2eb5b2d34 100644
--- a/face-landmarks-detection/package.json
+++ b/face-landmarks-detection/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@tensorflow-models/face-landmarks-detection",
-  "version": "1.0.1",
+  "version": "1.0.2",
   "description": "Pretrained face landmarks detection model",
   "main": "dist/index.js",
   "jsnext:main": "dist/face-landmarks-detection.esm.js",
diff --git a/face-landmarks-detection/src/tfjs/tfjs_test.ts b/face-landmarks-detection/src/tfjs/tfjs_test.ts
index aeb6bf2b71..1df896ec92 100644
--- a/face-landmarks-detection/src/tfjs/tfjs_test.ts
+++ b/face-landmarks-detection/src/tfjs/tfjs_test.ts
@@ -149,25 +149,28 @@ describeWithFlags('TFJS FaceMesh static image ', BROWSER_ENVS, () => {
         tfjsResults
             .map(
                 face => face.keypoints.map(
-                    keypoint => [keypoint.x, keypoint.y,
-                                 keypoint.name] as [number, number, string]))
+                    keypoint => [keypoint.x, keypoint.y, keypoint.z,
+                                 keypoint.name] as
+                                    [number, number, number, string]))
             .flat();
 
     const mediapipeKeypoints =
         mediapipeResults
             .map(
                 face => face.keypoints.map(
-                    keypoint => [keypoint.x, keypoint.y,
-                                 keypoint.name] as [number, number, string]))
+                    keypoint => [keypoint.x, keypoint.y, keypoint.z,
+                                 keypoint.name] as
+                                    [number, number, number, string]))
             .flat();
 
     expectArraysClose(
-        tfjsKeypoints.map(keypoint => [keypoint[0], keypoint[1]]),
-        mediapipeKeypoints.map(keypoint => [keypoint[0], keypoint[1]]),
+        tfjsKeypoints.map(keypoint => [keypoint[0], keypoint[1], keypoint[2]]),
+        mediapipeKeypoints.map(
+            keypoint => [keypoint[0], keypoint[1], keypoint[2]]),
         EPSILON_IMAGE);
     expectArraysEqual(
-        tfjsKeypoints.map(keypoint => keypoint[2]),
-        mediapipeKeypoints.map(keypoint => keypoint[2]));
+        tfjsKeypoints.map(keypoint => keypoint[3]),
+        mediapipeKeypoints.map(keypoint => keypoint[3]));
 
     for (let i = 0; i < tfjsResults.length; i++) {
       for (const key of ['height', 'width', 'xMax', 'xMin', 'yMax', 'yMin'] as
diff --git a/face-landmarks-detection/src/version.ts b/face-landmarks-detection/src/version.ts
index 6f6a5102cb..74cccc5c1f 100644
--- a/face-landmarks-detection/src/version.ts
+++ b/face-landmarks-detection/src/version.ts
@@ -1,5 +1,5 @@
 /** @license See the LICENSE file. */
 
 // This code is auto-generated, do not modify this file!
-const version = '1.0.1';
+const version = '1.0.2';
 export {version};
diff --git a/shared/calculators/landmarks_refinement.ts b/shared/calculators/landmarks_refinement.ts
index 861ea4ab94..0422ee8716 100644
--- a/shared/calculators/landmarks_refinement.ts
+++ b/shared/calculators/landmarks_refinement.ts
@@ -58,8 +58,9 @@ function refineXY(
     refinedLandmarks: Keypoint[]) {
   for (let i = 0; i < landmarks.length; ++i) {
     const landmark = landmarks[i];
-    const refinedLandmark = {x: landmark.x, y: landmark.y};
-    refinedLandmarks[indexesMapping[i]] = refinedLandmark;
+    const refinedLandmark = refinedLandmarks[indexesMapping[i]];
+    refinedLandmark.x = landmark.x;
+    refinedLandmark.y = landmark.y;
   }
 }
 
@@ -81,6 +82,7 @@ function refineZ(
         for (let i = 0; i < landmarks.length; ++i) {
           refinedLandmarks[indexesMapping[i]].z = landmarks[i].z;
         }
+
         break;
       }
       case 'none':
@@ -114,8 +116,8 @@ export function landmarksRefinement(
     refinements: LandmarksRefinementConfig[]): Keypoint[] {
   // Initialize refined landmarks list.
   const numRefinedLandmarks = getNumberOfRefinedLandmarks(refinements);
-  const refinedLandmarks: Keypoint[] = new Array(numRefinedLandmarks);
-
+  const refinedLandmarks: Keypoint[] =
+      new Array(numRefinedLandmarks).fill(null).map(Object);
   // Apply input landmarks to output refined landmarks in provided order.
   for (let i = 0; i < allLandmarks.length; ++i) {
     const landmarks = allLandmarks[i];
@@ -135,7 +137,6 @@ export function landmarksRefinement(
     refineZ(
         refinement.indexesMapping, refinement.zRefinement, landmarks,
         refinedLandmarks);
-
     // Visibility and presence are not currently refined and are left as `0`.
   }