diff --git a/tutorials/quick_start/README.md b/tutorials/quick_start/README.md
index bd11ffde2..067be655e 100644
--- a/tutorials/quick_start/README.md
+++ b/tutorials/quick_start/README.md
@@ -113,7 +113,7 @@ in the future.
     </tr> 
     <tr>
         <td rowspan="3"><a href="https://github.com/keras-team/keras-applications">keras_applications</a></td>
-        <td>mobilenet_v2.MobileNetV2</td>
+        <td>MobileNetV2</td>
         <td>ImageNet</td>
         <td>71.85%</td>
         <td>13.88</td>
@@ -121,7 +121,7 @@ in the future.
         <td>3.47</td>
     </tr>
     <tr>
-        <td>efficientnet_v2.EfficientNetV2B0</td>
+        <td>EfficientNetV2B0</td>
         <td>ImageNet</td>
         <td>78.41%</td>
         <td>28.24</td>
@@ -129,7 +129,7 @@ in the future.
         <td>7.06</td>
     </tr>
     <tr>
-        <td>resnet50.ResNet50</td>
+        <td>ResNet50</td>
         <td>ImageNet</td>
         <td>74.22%</td>
         <td>102</td>
diff --git a/tutorials/quick_start/results/model_quantization_results.csv b/tutorials/quick_start/results/model_quantization_results.csv
index 134cb5204..60d3060db 100644
--- a/tutorials/quick_start/results/model_quantization_results.csv
+++ b/tutorials/quick_start/results/model_quantization_results.csv
@@ -10,6 +10,6 @@ resnet18,timm,ImageNet,50000,0.6976,0.6961,11.68,W8A8,PTQ,default_pytorch_tpc-v4
 efficientnet_es,timm,ImageNet,50000,0.7808,0.7774,5.39,W8A8,PTQ,default_pytorch_tpc-v4
 yolov8n,ultralytics,COCO,5000,0.3704,0.3617,3.15,W8A8,PTQ,default_pytorch_tpc-v4
 yolov8m,ultralytics,COCO,5000,0.4999,0.494,25.9,W8A8,PTQ,default_pytorch_tpc-v4
-mobilenet_v2.MobileNetV2,keras_applications,ImageNet,50000,0.7185,0.7157,3.47,W8A8,PTQ,default_keras_tpc-v4
-efficientnet_v2.EfficientNetV2B0,keras_applications,ImageNet,50000,0.7841,0.7744,7.06,W8A8,PTQ,default_keras_tpc-v4
-resnet50.ResNet50,keras_applications,ImageNet,50000,0.7422,0.7408,25.5,W8A8,PTQ,default_keras_tpc-v4
+MobileNetV2,keras_applications,ImageNet,50000,0.7185,0.7157,3.47,W8A8,PTQ,default_keras_tpc-v4
+EfficientNetV2B0,keras_applications,ImageNet,50000,0.7841,0.7744,7.06,W8A8,PTQ,default_keras_tpc-v4
+ResNet50,keras_applications,ImageNet,50000,0.7422,0.7408,25.5,W8A8,PTQ,default_keras_tpc-v4