diff --git a/MODEL_ZOO.md b/MODEL_ZOO.md
index f0a2871..6930cc5 100644
--- a/MODEL_ZOO.md
+++ b/MODEL_ZOO.md
@@ -6,7 +6,7 @@ In addition to full reproduction code, we provide a collection of pretrained mod
 | Backbone  | Input Size | Dataset | mAP |
 | ------------ | :--------------: | :--------------: | :--------------: |
 | [TResNet_M ](https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ML_Decoder/tresnet_m_COCO_224_84_2.pth) | 224 | MS-COCO | 84.2 |
-| [TResNet_L](https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ML_Decoder/tresnet_l_COCO__448_90_0.pth)  | 448 | MS-COCO | 90.0 |
+| [TResNet_L](https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ML_Decoder/tresnet_l_COCO__448_90_0.pth)  | 448 | MS-COCO | 90.1 |
 | [TResNet_XL](https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ML_Decoder/tresnet_xl_COCO_640_91_4.pth) | 640 | MS-COCO | 91.4 |
 | [TResNet_M](https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ML_Decoder/tresnet_m_open_images_200_groups_86_8.pth) | 224 | OpenImages | 86.8 |
 | [TResNet_L](https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ML_Decoder/tresnet_l_stanford_card_96.41.pth)  | 384 | Stanford-Cars | 96.41 |
@@ -63,4 +63,4 @@ which will result in:
     <td class="tg-c3ow"><img src="./pics/example_inference_open_images.jpeg" align="center" width="600" ></td>
   </tr>
 </table>
-</p>
\ No newline at end of file
+</p>