crosstyan/OpenGait
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Update 1.model_zoo.md

Browse Source
This commit is contained in:
Chao Fan
2023-03-07 12:39:45 +08:00
committed by GitHub
parent 204bfcf472
commit 992ae59809
1 changed files with 10 additions and 7 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/1.model_zoo.md
+10 -7
View File
@@ -28,8 +28,8 @@
| [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 | | [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)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 88.6(88.7) | 93.3 | [gaitpart.yaml](../configs/gaitpart/gaitpart_OUMVLP.yaml) | 64x44 | 8m04s | 3.78M | | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.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 | | [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](https://arxiv.org/abs/2211.06597) | 90.8 | - | - | 64x44 | - | - | | [GaitBase](https://arxiv.org/abs/2211.06597) | 90.8 | - | - | 64x44 | - | - | - |
| [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf) | 92.0 | - | - | 64x44 | - | - |
## [GREW](https://www.grew-benchmark.org) ## [GREW](https://www.grew-benchmark.org)
| Model | `Rank@1` | Configuration | Input Size | Inference Time | Model Size | | Model | `Rank@1` | Configuration | Input Size | Inference Time | Model Size |
@@ -40,18 +40,21 @@
| [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(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 | - | - | | [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 | - | - | | [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 | - | - |
## [Gait3D](https://github.com/Gait3D/Gait3D-Benchmark) ## [Gait3D](https://github.com/Gait3D/Gait3D-Benchmark)
| Model | `Rank@1` | Configuration | Input Size | Input modality | | Model | `Rank@1` | Configuration | Input Size | Input modality |
| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :------: | :-----------: | :--------: | :--------:| | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :------: | :-----------: | :--------: | :--------:|
| Baseline | 46.9 | [baseling_Gait3D.yaml](../configs/baseline/baseline_Gait3D.yaml) | 64x44 | Silhouette | | Baseline | 46.9 | [baseling_Gait3D.yaml](../configs/baseline/baseline_Gait3D.yaml) | 64x44 | Silhouette |
| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | - | - | 64x44 | Silhouette | | [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 36.7 | - | 64x44 | Silhouette |
| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | - | - | 64x44 | Silhouette | | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.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) | - | - | 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 + RGB| | [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 | | [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 | - | - |
------------------------------------------ ------------------------------------------