diff --git a/docs/1.model_zoo.md b/docs/1.model_zoo.md
index 09ab556..ee5ff9a 100644
--- a/docs/1.model_zoo.md
+++ b/docs/1.model_zoo.md
@@ -41,7 +41,7 @@
 | [GaitGL(BNNeck)(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) |   51.7   | [gaitgl.yaml](../configs/gaitgl/gaitgl_GREW_BNNeck.yaml) |   64x44    |       -        |     -      |
 |                                                                          [GaitBase](https://arxiv.org/abs/2211.06597)                                                                           |   60.1   |                            -                             |   64x44    |       -        |     -      |
 |                                                                          [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   79.4   |                            -                             |   64x44    |       -        |     -      |
-|                                                                          [SwinGait(Transofmer-based)](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   79.3   |                            -                             |   64x44    |       -        |     -      |
+|                                                                          [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   79.3   |                            -                             |   64x44    |       -        |     -      |
 
 
 ## [Gait3D](https://github.com/Gait3D/Gait3D-Benchmark)
@@ -54,7 +54,7 @@
 |                                                                      [SMPLGait(CVPR 2022)](https://gait3d.github.io/)                                                                       |   48.3(46.3)   |       [smplgait.yaml](../configs/smplgait/smplgait.yaml)       |   64x44    | Silhouette + SMPL|
 |                                                                      [GaitBase](https://arxiv.org/abs/2211.06597)                                                                       |   65.6   |       -       |   64x44    | Silhouette |
 |                                                                          [DeepGaitV2-P3D](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   74.4   |                            -                             |   64x44    |       -        |     -      |
-|                                                                          [SwinGait(Transofmer-based)](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   75.0   |                            -                             |   64x44    |       -        |     -      |
+|                                                                          [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   75.0   |                            -                             |   64x44    |       -        |     -      |
 
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