diff --git a/README.md b/README.md
index f439014..5908177 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,8 @@ OpenGait is a flexible and extensible gait recognition project provided by the [
 The corresponding [paper](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf) has been accepted by CVPR2023 as a highlight paper. 
 
 ## What's New
+- **[Apr 2024]** 
+Our team's latest checkpoints for projects such as DeepGaitv2, SkeletonGait, SkeletonGait++, and SwinGait will be released on [Hugging Face](https://huggingface.co/opengait/OpenGait). Additionally, previously released checkpoints will also be gradually made available on it.
 - **[Mar 2024]** [Chao](https://chaofan996.github.io) gives a talk about 'Progress in Gait Recognition'. The [video](https://event.baai.ac.cn/activities/768) and [slides](https://github.com/ChaoFan996/ChaoFan996.github.io/blob/main/240315-Progress%20in%20Gait%20Recognition.pdf) are both available😊
 - **[Mar 2024]** The code of [SkeletonGait++](https://arxiv.org/pdf/2311.13444.pdf) is released [here](opengait/modeling/models/skeletongait%2B%2B.py), and you can refer to [readme](configs/skeletongait) for details.
 - **[Mar 2024]** [BigGait](https://arxiv.org/pdf/2402.19122.pdf) has been accepted to CVPR2024🎉 Congratulations to [Dingqiang](https://faculty.sustech.edu.cn/?p=161709&tagid=yusq&cat=2&iscss=1&snapid=1&go=1&orderby=date)! This is his FIRST paper!
@@ -19,7 +21,7 @@ The corresponding [paper](https://openaccess.thecvf.com/content/CVPR2023/papers/
 - **[Dec 2023]** A new state-of-the-art baseline, i.e., [DeepGaitV2](https://arxiv.org/pdf/2303.03301.pdf), is available at [here](opengait/modeling/models/deepgaitv2.py)! 
 - [Nov 2023] The first million-level unlabeled gait dataset, i.e., [GaitLU-1M](https://ieeexplore.ieee.org/document/10242019), is released and supported in [datasets/GaitLU-1M](datasets/GaitLU-1M/README.md).
 - [Oct 2023] Several representative pose-based methods are supported in [opengait/modeling/models](./opengait/modeling/models). This feature is mainly inherited from [FastPoseGait](https://github.com/BNU-IVC/FastPoseGait). Many thanks to the contributors😊.
-- [July 2023] [CCPG](https://github.com/BNU-IVC/CCPG) is supported in [datasets/CCPG](./datasets/CCPG).
+<!-- - [July 2023] [CCPG](https://github.com/BNU-IVC/CCPG) is supported in [datasets/CCPG](./datasets/CCPG). -->
 <!-- - - - [July 2023] [SUSTech1K](https://lidargait.github.io) is released and supported in [datasets/SUSTech1K](./datasets/SUSTech1K).
 [May 2023] A real gait recognition system [All-in-One-Gait](https://github.com/jdyjjj/All-in-One-Gait) provided by [Dongyang Jin](https://github.com/jdyjjj) is available.
 [Apr 2023] [CASIA-E](datasets/CASIA-E/README.md) is supported by OpenGait.
diff --git a/configs/swingait/swingait3D_B1122C2_SUSTech1K.yaml b/configs/swingait/swingait3D_B1122C2_SUSTech1K.yaml
index 6a0279b..cccf4f7 100644
--- a/configs/swingait/swingait3D_B1122C2_SUSTech1K.yaml
+++ b/configs/swingait/swingait3D_B1122C2_SUSTech1K.yaml
@@ -82,8 +82,9 @@ trainer_cfg:
     batch_size:
       - 8 # TripletSampler, batch_size[0] indicates Number of Identity
       - 8 #                 batch_size[1] indicates Samples sequqnce for each Identity
-    frames_num_fixed: 10 # fixed frames number for training
-    sample_type: fixed_unordered # fixed control input frames number, unordered for controlling order of input tensor; Other options: unfixed_ordered or all_ordered
+    frames_num_fixed: 30 # fixed frames number for training
+    frames_skip_num: 4
+    sample_type: fixed_ordered # # fixed control input frames number, unordered for controlling order of input tensor; Other options: unfixed_ordered or all_ordered
     type: TripletSampler
   transform:
     - type: Compose
diff --git a/docs/1.1.skeleton_model_zoo.md b/docs/1.1.skeleton_model_zoo.md
index 4e6cb52..2d30715 100644
--- a/docs/1.1.skeleton_model_zoo.md
+++ b/docs/1.1.skeleton_model_zoo.md
@@ -8,6 +8,7 @@
 |                                                        [GaitGraph1](https://ieeexplore.ieee.org/document/9506717)                                                        |   AlphaPose    |           2.81            |           4.25           |[gaitgraph1.yaml](../configs/gaitgraph1/gaitgraph1_phase1_OUMVLP.yaml),[gaitgraph1_17.yaml](../configs/gaitgraph1/gaitgraph1_phase1_OUMVLP17.yaml) |[alphapose format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph1/GaitGraph1_phase1), [coco2017 format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph1/GaitGraph1_phase1_17)|
 | [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) |   AlphaPose    |           62.10           |          70.75           |[gaitgraph2.yaml](../configs/gaitgraph2/gaitgraph2_OUMVLP.yaml),[gaitgraph2_17.yaml](../configs/gaitgraph2/gaitgraph2_OUMVLP17.yaml) |[alphapose format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph2/GaitGraph2_phase2), [coco2017 format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitGraph2/GaitGraph2_phase2_17)|
 |                                                                [GaitTR](https://arxiv.org/abs/2204.03873)                                                                |   AlphaPose    |           40.31           |          39.78           |[gaittr.yaml](../configs/gaittr/gaittr_OUMVLP.yaml),[gaittr_17.yaml](../configs/gaittr/gaittr_OUMVLP17.yaml) |[alphapose format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitTR/GaitTR), [coco2017 format](https://huggingface.co/opengait/OpenGait/tree/main/OUMVLP/GaitTR/GaitTR)|
+| [SkeletonGait(AAAI2024)](https://ojs.aaai.org/index.php/AAAI/article/view/27933/27887) | AlphaPose | - | 67.4 |[skeletongait_OUMVLP.yaml](../configs/skeletongait/skeletongait_OUMVLP.yaml) |[model](https://huggingface.co/opengait/OpenGait/blob/main/OUMVLP/DeepGaitV2/SkeletonGait/checkpoints/SkeletonGait-120000.pt)|
 
 
 
@@ -18,9 +19,10 @@
 
 |                            Model                             | Pose Estimator | Rank-1 |Configuration| Download checkpoint |
 | :----------------------------------------------------------: | :------------: |:------:|:------:|:------:|
-|  [GaitGraph1](https://ieeexplore.ieee.org/document/9506717)  |     HRNet      |  9.82  |[gaitgraph1.yaml](../configs/gaitgraph1/gaitgraph1_phase1_GREW.yaml)|https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitGraph1/GaitGraph1_phase1|
-| [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) |     HRNet      | 34.61 | [gaitgraph2.yaml](../configs/gaitgraph2/gaitgraph2_GREW.yaml)|https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitGraph2/GaitGraph2|
-|          [GaitTR](https://arxiv.org/abs/2204.03873)          |     HRNet      | 48.60  | [gaittr.yaml](../configs/gaittr/gaittr_GREW.yaml)|https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitTR/GaitTR|
+|  [GaitGraph1](https://ieeexplore.ieee.org/document/9506717)  |     HRNet      |  9.82  |[gaitgraph1.yaml](../configs/gaitgraph1/gaitgraph1_phase1_GREW.yaml)|[model](https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitGraph1/GaitGraph1_phase1)|
+| [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) |     HRNet      | 34.61 | [gaitgraph2.yaml](../configs/gaitgraph2/gaitgraph2_GREW.yaml)|[model](https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitGraph2/GaitGraph2)|
+|          [GaitTR](https://arxiv.org/abs/2204.03873)          |     HRNet      | 48.60  | [gaittr.yaml](../configs/gaittr/gaittr_GREW.yaml)|[model](https://huggingface.co/opengait/OpenGait/tree/main/GREW/GaitTR/GaitTR)|
+| [SkeletonGait(AAAI2024)](https://ojs.aaai.org/index.php/AAAI/article/view/27933/27887) | HRNet | 77.4 | [skeletongait++_GREW.yaml](../configs/skeletongait/skeletongait++_GREW.yaml) |[model](https://huggingface.co/opengait/OpenGait/blob/main/GREW/DeepGaitV2/SkeletonGait/checkpoints/SkeletonGait-180000.pt)|
 
 
 
@@ -30,10 +32,10 @@
 
 |                            Model                             | Pose Estimator | Rank-1 |Configuration|Download checkpoint|
 | :----------------------------------------------------------: | :------------: |:------:|:------:|:------:|
-|  [GaitGraph1](https://ieeexplore.ieee.org/document/9506717)  |     HRNet      |  9.00  |[gaitgraph1.yaml](../configs/gaitgraph1/gaitgraph1_phase1_Gait3D.yaml)|https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitGraph1/GaitGraph1_phase1|
-| [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) |     HRNet      | 11.00  |[gaitgraph2.yaml](../configs/gaitgraph2/gaitgraph2_Gait3D.yaml)|https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitGraph2/GaitGraph2|
-|          [GaitTR](https://arxiv.org/abs/2204.03873)          |     HRNet      |  7.20  |[gaittr.yaml](../configs/gaittr/gaittr_Gait3D.yaml)|https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitTR/GaitTR|
-
+|  [GaitGraph1](https://ieeexplore.ieee.org/document/9506717)  |     HRNet      |  9.00  |[gaitgraph1.yaml](../configs/gaitgraph1/gaitgraph1_phase1_Gait3D.yaml)|[model](https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitGraph1/GaitGraph1_phase1)|
+| [GaitGraph2](https://openaccess.thecvf.com/content/CVPR2022W/Biometrics/papers/Teepe_Towards_a_Deeper_Understanding_of_Skeleton-Based_Gait_Recognition_CVPRW_2022_paper) |     HRNet      | 11.00  |[gaitgraph2.yaml](../configs/gaitgraph2/gaitgraph2_Gait3D.yaml)|[model](https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitGraph2/GaitGraph2)|
+|          [GaitTR](https://arxiv.org/abs/2204.03873)          |     HRNet      |  7.20  |[gaittr.yaml](../configs/gaittr/gaittr_Gait3D.yaml)|[model](https://huggingface.co/opengait/OpenGait/tree/main/Gait3D/GaitTR/GaitTR)|
+| [SkeletonGait(AAAI2024)](https://ojs.aaai.org/index.php/AAAI/article/view/27933/27887) | HRNet | 38.1 |[skeletongait_Gait3D.yaml](../configs/skeletongait/skeletongait_Gait3D.yaml)|[model](https://huggingface.co/opengait/OpenGait/blob/main/Gait3D/DeepGaitV2/SkeletonGait/checkpoints/SkeletonGait-60000.pt)|
 
 
 
@@ -42,4 +44,3 @@
 * We greatly appreciate the contributions of the author mentioned above.
 * We are very grateful for the contribution of the fastpositait team.
 
-
diff --git a/docs/1.model_zoo.md b/docs/1.model_zoo.md
index 13cf7a2..480aeb3 100644
--- a/docs/1.model_zoo.md
+++ b/docs/1.model_zoo.md
@@ -2,13 +2,13 @@
 
 ##  [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp)                                                                                          
 
-|                                                                                          Model                                                                                          | `Rank@1.NM` | `Rank@1.BG` | `Rank@1.CL` | `mAP.NM` | `mAP.BG` | `mAP.CL` |                                            Configuration                                             | Input Size |
-| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------: | :---------: | :---------: | :------: | :------: | :------: | :--------------------------------------------------------------------------------------------------: | :--------: |
-|                                                                [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)                                                                | 95.8(95.0)  | 90.0(87.2)  | 75.4(70.4)  |   85.9   |   81.4   |   77.0   |                           [gaitset.yaml](../configs/gaitset/gaitset.yaml)                            |   64x44    |
-|                                                   [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf)                                                    | 96.1(96.2)  | 90.7(91.5)  | 78.7(78.7)  |   84.8   |   81.1   |   75.5   |                          [gaitpart.yaml](../configs/gaitpart/gaitpart.yaml)                          |   64x44    |
-|                                                        [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf)                                                        | 96.4(95.6)  | 93.1(92.0)  | 81.0(77.2)  |   89.3   |   87.0   |   82.6   | [gln_phase1.yaml](../configs/gln/gln_phase1.yaml), [gln_phase2.yaml](../configs/gln/gln_phase2.yaml) |   128x88   |
-| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 97.4(97.4)  | 94.5(94.5)  | 83.8(83.6)  |   86.2   |   84.4   |   79.8   |                             [gaitgl.yaml](../configs/gaitgl/gaitgl.yaml)                             |   64x44    |
-|                                                                      [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597)                                                                       |    97.6     |    94.0     |    77.4     |    -     |    -     |    -     |                                                 [gaitbase_da_casiab.yaml](../configs/gaitbase/gaitbase_da_casiab.yaml)                                                   |   64x44    |
+|                            Model                             | `Rank@1.NM` | `Rank@1.BG` | `Rank@1.CL` | `mAP.NM` | `mAP.BG` | `mAP.CL` |                        Configuration                         | Input Size | Download checkpoint |
+| :----------------------------------------------------------: | :---------: | :---------: | :---------: | :------: | :------: | :------: | :----------------------------------------------------------: | :--------: | :-----------------: |
+|  [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)   | 95.8(95.0)  | 90.0(87.2)  | 75.4(70.4)  |   85.9   |   81.4   |   77.0   |       [gaitset.yaml](../configs/gaitset/gaitset.yaml)        |   64x44    |          -          |
+| [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf) | 96.1(96.2)  | 90.7(91.5)  | 78.7(78.7)  |   84.8   |   81.1   |   75.5   |      [gaitpart.yaml](../configs/gaitpart/gaitpart.yaml)      |   64x44    |          -          |
+| [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf) | 96.4(95.6)  | 93.1(92.0)  | 81.0(77.2)  |   89.3   |   87.0   |   82.6   | [gln_phase1.yaml](../configs/gln/gln_phase1.yaml), [gln_phase2.yaml](../configs/gln/gln_phase2.yaml) |   128x88   |          -          |
+| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 97.4(97.4)  | 94.5(94.5)  | 83.8(83.6)  |   86.2   |   84.4   |   79.8   |         [gaitgl.yaml](../configs/gaitgl/gaitgl.yaml)         |   64x44    |          -          |
+|    [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597)    |    97.6     |    94.0     |    77.4     |    -     |    -     |    -     | [gaitbase_da_casiab.yaml](../configs/gaitbase/gaitbase_da_casiab.yaml) |   64x44    |          -          |
 
 ##  [CASIA-B*](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp)
 
@@ -22,45 +22,50 @@
 
 ##  [SUSTech1K](http://lidargait.github.io)
 
-| Model            | Rank@1.NM | Rank@1.BG | Rank@1.CL | Rank@1.CR | Rank@1.UB | Rank@1.UF | Rank@1.OC | Rank@1.NT | Rank@1.ALL | Rank@5.ALL |
-|------------------|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:----------:|:----------:|
-| PointNet         |    43.6   |    37.3   |    25.7   |    28.8   |    19.9   |    30.1   |    44.3   |    27.4   |    31.3    |    59.8    |
-| PointNet++       |    55.9   |    52.2   |    41.6   |    49.6   |    47.8   |    45.9   |    54.2   |    52.5   |    50.8    |    82.4    |
-| PointTransformer |    53.2   |    48.1   |    32.1   |    43.2   |    39.1   |    41.8   |    47.9   |    47.1   |    44.4    |    76.7    |
-| SimpleView       |    72.3   |    68.8   |    57.2   |    63.3   |    49.2   |    62.5   |    79.7   |    66.5   |    64.8    |    85.8    |
-| [LidarGait(CVPR2023)](https://lidargait.github.io)         |    91.8   |    88.6   |    74.6   |     89    |    67.5   |    80.9   |    94.5   |    90.4   |    86.8    |    96.1    |
+| Model                                                        | Input modality      | Rank@1.NM | Rank@1.BG | Rank@1.CL | Rank@1.CR | Rank@1.UB | Rank@1.UF | Rank@1.OC | Rank@1.NT | Rank@1.ALL | Rank@5.ALL |                     Download checkpoint                      |
+| ------------------------------------------------------------ | ------------------- | :-------: | :-------: | :-------: | :-------: | :-------: | :-------: | :-------: | :-------: | :--------: | :--------: | :----------------------------------------------------------: |
+| PointNet                                                     | PointCloud          |   43.6    |   37.3    |   25.7    |   28.8    |   19.9    |   30.1    |   44.3    |   27.4    |    31.3    |    59.8    |                              -                               |
+| PointNet++                                                   | PointCloud          |   55.9    |   52.2    |   41.6    |   49.6    |   47.8    |   45.9    |   54.2    |   52.5    |    50.8    |    82.4    |                              -                               |
+| PointTransformer                                             | PointCloud          |   53.2    |   48.1    |   32.1    |   43.2    |   39.1    |   41.8    |   47.9    |   47.1    |    44.4    |    76.7    |                              -                               |
+| SimpleView                                                   | PointCloud          |   72.3    |   68.8    |   57.2    |   63.3    |   49.2    |   62.5    |   79.7    |   66.5    |    64.8    |    85.8    |                              -                               |
+| [LidarGait(CVPR2023)](https://lidargait.github.io)           | PointCloud          |   91.8    |   88.6    |   74.6    |    89     |   67.5    |   80.9    |   94.5    |   90.4    |    86.8    |    96.1    |                              -                               |
+| [DeepGaitV2-P3D]((https://arxiv.org/pdf/2303.03301.pdf))     | Silhouette          |   87.5    |   84.1    |   53.4    |   81.3    |   86.2    |   84.8    |   88.5    |   28.8    |    82.4    |    92.6    | [model](https://huggingface.co/opengait/OpenGait/blob/main/SUSTech1K/DeepGaitV2/DeepGaitV2/checkpoints/DeepGaitV2_30_DA-50000.pt) |
+| [SkeletonGait++(AAAI2024)](https://ojs.aaai.org/index.php/AAAI/article/view/27933/27887) | Silhouette+Skeleton |   89.1    |   87.2    |   55.3    |   85.3    |   87.3    |   87.6    |   91.3    |   47.9    |    85.6    |    95.0    | [model](https://huggingface.co/opengait/OpenGait/blob/main/SUSTech1K/SkeletonGaitPP/SkeletonGaitPP/checkpoints/SkeletonGaitPP_30_DA-50000.pt) |
+| [SwinGait]((https://arxiv.org/pdf/2303.03301.pdf))           | Silhouette          |   86.2    |   81.3    |   47.4    |   79.3    |   81.6    |   83.1    |   85.6    |   28.5    |    79.7    |    91.8    |                              -                               |
 
 ## [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html)
-|                                                                                          Model                                                                                          |  `Rank@1`  | `mAP` |                       Configuration                       | Input Size | Inference Time | Model Size |
-| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :---: | :-------------------------------------------------------: | :--------: | :------------: | :--------: |
-|                                                                [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)                                                                | 87.2(87.1) | 92.2  |  [gaitset.yaml](../configs/gaitset/gaitset_OUMVLP.yaml)   |   64x44    |     1m26s      |   6.31M    |
-|                                                   [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf)                                                    | 88.6(88.7) | 93.3  | [gaitpart.yaml](../configs/gaitpart/gaitpart_OUMVLP.yaml) |   64x44    |     8m04s      |   3.78M    |
-| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 89.9(89.7) | 93.3  |    [gaitgl.yaml](../configs/gaitgl/gaitgl_OUMVLP.yaml)    |   64x44    |     5m23s      |   95.62M   |
-|                                                                      [GaitBase(CVPR2023)](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf)                                                                       |    90.8    |   -   |                             [gaitbase_oumvlp.yaml](../configs/gaitbase/gaitbase_oumvlp.yaml)                          | 64x44 |  -  |       -        |     -      |
-|                                                                          [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   92.0   |                            -                           |  -  |   64x44    |       -        |     -      |
+|                                                                                          Model                                                                                          |  `Rank@1`  | `mAP` |                       Configuration                       | Input Size | Inference Time | Model Size | Download checkpoint |
+| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :---: | :-------------------------------------------------------: | :--------: | :------------: | :--------: | :--------: |
+|                                                                [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)                                                                | 87.2(87.1) | 92.2  |  [gaitset.yaml](../configs/gaitset/gaitset_OUMVLP.yaml)   |   64x44    |     1m26s      |   6.31M    |   -   |
+|                                                   [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf)                                                    | 88.6(88.7) | 93.3  | [gaitpart.yaml](../configs/gaitpart/gaitpart_OUMVLP.yaml) |   64x44    |     8m04s      |   3.78M    |   -   |
+| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 89.9(89.7) | 93.3  |    [gaitgl.yaml](../configs/gaitgl/gaitgl_OUMVLP.yaml)    |   64x44    |     5m23s      |   95.62M   |   -   |
+|                                                                      [GaitBase(CVPR2023)](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf)                                                                       |    90.8    |   -   |                             [gaitbase_oumvlp.yaml](../configs/gaitbase/gaitbase_oumvlp.yaml)                          | 64x44 |  -  |       -        |       -       |
+|                                                                          [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   92.0   |                            -                           |  -  |   64x44    |       -        |     -      |     -     |
 
 ## [GREW](https://www.grew-benchmark.org)
-|                                                                                              Model                                                                                              | `Rank@1` |                      Configuration                       | Input Size | Inference Time | Model Size |
-| :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :------: | :------------------------------------------------------: | :--------: | :------------: | :--------: |
-|                                                                    [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)                                                                    |   48.4   |   [gaitset.yaml](../configs/gaitset/gaitset_GREW.yaml)   |   64x44    |       -        |     -      |
-|                                                       [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf)                                                        |   47.6   | [gaitpart.yaml](../configs/gaitpart/gaitpart_GREW.yaml)  |   64x44    |       -        |     -      |
-|     [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf)     |   41.5   |    [gaitgl.yaml](../configs/gaitgl/gaitgl_GREW.yaml)     |   64x44    |       -        |     -      |
-| [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(CVPR2023)](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf)                                                                           |   60.1   |                            [gaitbase_da_grew.yaml](../configs/gaitbase/gaitbase_da_grew.yaml)                             |   64x44    |       -        |     -      |
-|                                                                          [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   79.4   |                            -                             |   64x44    |       -        |     -      |
-|                                                                          [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   79.3   |                            -                             |   64x44    |       -        |     -      |
+|                            Model                             | `Rank@1` |                        Configuration                         | Input Size |   Input modality    | Inference Time | Model Size |
+| :----------------------------------------------------------: | :------: | :----------------------------------------------------------: | :--------: | :-----------------: | :------------: | :--------: |
+|  [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)   |   48.4   |     [gaitset.yaml](../configs/gaitset/gaitset_GREW.yaml)     |   64x44    |     Silhouette      |       -        |     -      |
+| [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf) |   47.6   |   [gaitpart.yaml](../configs/gaitpart/gaitpart_GREW.yaml)    |   64x44    |     Silhouette      |       -        |     -      |
+| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) |   41.5   |      [gaitgl.yaml](../configs/gaitgl/gaitgl_GREW.yaml)       |   64x44    |     Silhouette      |       -        |     -      |
+| [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    |     Silhouette      |       -        |     -      |
+| [GaitBase(CVPR2023)](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf) |   60.1   | [gaitbase_da_grew.yaml](../configs/gaitbase/gaitbase_da_grew.yaml) |   64x44    |     Silhouette      |       -        |     -      |
+|    [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf)     |   79.4   |                              -                               |   64x44    |     Silhouette      |       -        |     -      |
+| [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf) |   79.3   | [swingait3D_B1442C2_GREW.yaml](../configs/swingait/swingait3D_B1442C2_GREW.yaml) |   64x44    |     Silhouette      |       -        |     -      |
+| [SkeletonGait++(AAAI2024)](https://ojs.aaai.org/index.php/AAAI/article/view/27933/27887) |   85.8   | [skeletongait++_GREW.yaml](../configs/skeletongait/skeletongait++_GREW.yaml) |   64x44    | Silhouette+Skeleton |       -        |     -      |
 
 
 ## [Gait3D](https://github.com/Gait3D/Gait3D-Benchmark)
-|                                                                                          Model                                                                                          | `Rank@1` | Configuration | Input Size | Input modality |
-| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :------: | :-----------: | :--------: | :--------:|
-|                                                                [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)                                                                |   36.7   |       -       |   64x44    | Silhouette |
-|                                                   [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf)                                                    |   28.2   |       -       |   64x44    | Silhouette |
-| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) |   29.7   |       -       |   64x44    | Silhouette |
-|                                                                      [SMPLGait(CVPR 2022)](https://gait3d.github.io/)                                                                       |   48.3(46.3)   |       [smplgait.yaml](../configs/smplgait/smplgait.yaml)       |   64x44    | Silhouette + SMPL|
-|                                                                      [GaitBase(CVPR2023)](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf)                                                                       |   64.6   |       [gaitbase_da_gait3d.yaml](../configs/gaitbase/gaitbase_da_gait3d.yaml)       |   64x44    | Silhouette |
-|                                                                          [DeepGaitV2-P3D](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   74.4   |                            -                             |   64x44    |       -        |     -      |
-|                                                                          [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   75.0   |                            -                             |   64x44    |       -        |     -      |
+|                                                                                          Model                                                                                          | `Rank@1` | Configuration | Input Size | Input modality | Download checkpoint |
+| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :------: | :-----------: | :--------: | :--------: | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+|                                                                [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf)                                                                |   36.7   |       -       |   64x44    | Silhouette | - |
+|                                                   [GaitPart(CVPR2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_GaitPart_Temporal_Part-Based_Model_for_Gait_Recognition_CVPR_2020_paper.pdf)                                                    |   28.2   |       -       |   64x44    | Silhouette | - |
+| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) |   29.7   |       -       |   64x44    | Silhouette | - |
+|                                                                      [SMPLGait(CVPR 2022)](https://gait3d.github.io/)                                                                       |   48.3(46.3)   |       [smplgait.yaml](../configs/smplgait/smplgait.yaml)       |   64x44    | Silhouette + SMPL| - |
+|                                                                      [GaitBase(CVPR2023)](https://openaccess.thecvf.com/content/CVPR2023/papers/Fan_OpenGait_Revisiting_Gait_Recognition_Towards_Better_Practicality_CVPR_2023_paper.pdf)                                                                       |   64.6   |       [gaitbase_da_gait3d.yaml](../configs/gaitbase/gaitbase_da_gait3d.yaml)       |   64x44    | Silhouette | - |
+|                                                                          [DeepGaitV2-P3D](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   74.4   | [DeepGaitV2_gait3d.yaml](../configs/deepgaitv2/DeepGaitV2_gait3d.yaml) |   64x44    |    Silhouette |       -       |
+|                                                                          [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf)                                                                           |   75.0   | [swingait3D_B1442C2_Gait3D.yaml](../configs/swingait/swingait3D_B1442C2_Gait3D.yaml) |   64x44    |    Silhouette |       -       |
+| [SkeletonGait++(AAAI2024)](https://ojs.aaai.org/index.php/AAAI/article/view/27933/27887) | 77.6 | [skeletongait++_Gait3D.yaml](../configs/skeletongait/skeletongait++_Gait3D.yaml) | 64x44 | Silhouette+Skeleton | - |
 
 
 ## [Gait3D-Parsing](https://github.com/Gait3D/Gait3D-Benchmark)