From 75ed9c80b8be30f03624d931f5ab0938acfd1394 Mon Sep 17 00:00:00 2001 From: Junhao Liang <43094337+darkliang@users.noreply.github.com> Date: Wed, 20 Apr 2022 16:36:16 +0800 Subject: [PATCH] Update README.md --- README.md | 40 ++++++++++++++++++++-------------------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index 9843fef..ffad536 100644 --- a/README.md +++ b/README.md @@ -21,18 +21,14 @@ OpenGait is a flexible and extensible gait recognition project provided by the [ ## Model Zoo -### [GREW](https://www.grew-benchmark.org) -| Model | Rank@1 | Configuration | Input Size | Inference Time | Model Size | -| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :------------------------------------------: | :--------: | :-------------: | :--------: | -| Baseline | 48.5 | [baseline.yaml](config/baseline/baseline_GREW.yaml) | 64x44 | 2m23s | 84.12M | -| Baseline-ResNet9 | 56.0 | - | 64x44 | - | - | -| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 48.4 | [gaitset.yaml](config/gaitset/gaitset_GREW.yaml) | 64x44 | - | - | -| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 47.6 | [gaitpart.yaml](config/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) | 51.7 | [gaitgl.yaml](config/gaitgl/gaitgl_GREW_BNNeck.yaml) | 64x44 | - | - | -| [RealGait(Arxiv now)](https://arxiv.org/pdf/2201.04806.pdf)| (54.1) | - | - | - | - | - -The result of GaitGL comes from [RealGait](https://arxiv.org/pdf/2201.04806.pdf) now, -and our reproducing results are comming soon. +### [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp) +| Model | NM | BG | CL | Configuration | Input Size | Inference Time | Model Size | +| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :--------: | :--------: | :-------------------------------------------------------------------------------------------: | :--------: | :------------: | :------------: | +| Baseline | 96.3 | 92.2 | 77.6 | [baseline.yaml](config/baseline/baseline.yaml) | 64x44 | 12s | 3.78M | +| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 95.8(95.0) | 90.0(87.2) | 75.4(70.4) | [gaitset.yaml](config/gaitset/gaitset.yaml) | 64x44 | 13s | 2.59M | +| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 96.1(96.2) | 90.7(91.5) | 78.7(78.7) | [gaitpart.yaml](config/gaitpart/gaitpart.yaml) | 64x44 | 56s | 1.20M | +| [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf) | 96.4(95.6) | 93.1(92.0) | 81.0(77.2) | [gln_phase1.yaml](config/gln/gln_phase1.yaml), [gln_phase2.yaml](config/gln/gln_phase2.yaml) | 128x88 | 47s/46s | 8.54M / 14.70M | +| [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) | [gaitgl.yaml](config/gaitgl/gaitgl.yaml) | 64x44 | 38s | 3.10M | ### [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html) | Model | Rank@1 | Configuration | Input Size | Inference Time | Model Size | @@ -42,14 +38,18 @@ and our reproducing results are comming soon. | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 88.6(88.7) | [gaitpart.yaml](config/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) | [gaitgl.yaml](config/gaitgl/gaitgl_OUMVLP.yaml) | 64x44 | 5m23s | 95.62M | -### [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp) -| Model | NM | BG | CL | Configuration | Input Size | Inference Time | Model Size | -| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :--------: | :--------: | :------------------------------------------------------------------------------------------- | :--------: | :------------: | :------------: | -| Baseline | 96.3 | 92.2 | 77.6 | [baseline.yaml](config/baseline/baseline.yaml) | 64x44 | 12s | 3.78M | -| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 95.8(95.0) | 90.0(87.2) | 75.4(70.4) | [gaitset.yaml](config/gaitset/gaitset.yaml) | 64x44 | 13s | 2.59M | -| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 96.1(96.2) | 90.7(91.5) | 78.7(78.7) | [gaitpart.yaml](config/gaitpart/gaitpart.yaml) | 64x44 | 56s | 1.20M | -| [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf) | 96.4(95.6) | 93.1(92.0) | 81.0(77.2) | [gln_phase1.yaml](config/gln/gln_phase1.yaml), [gln_phase2.yaml](config/gln/gln_phase2.yaml) | 128x88 | 47s/46s | 8.54M / 14.70M | -| [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) | [gaitgl.yaml](config/gaitgl/gaitgl.yaml) | 64x44 | 38s | 3.10M | + +### [GREW](https://www.grew-benchmark.org) +| Model | Rank@1 | Configuration | Input Size | Inference Time | Model Size | +| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :------------------------------------------: | :--------: | :-------------: | :--------: | +| Baseline | 48.5 | [baseline.yaml](config/baseline/baseline_GREW.yaml) | 64x44 | 2m23s | 84.12M | +| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 48.4 | [gaitset.yaml](config/gaitset/gaitset_GREW.yaml) | 64x44 | - | - | +| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 47.6 | [gaitpart.yaml](config/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) | 51.7 | [gaitgl.yaml](config/gaitgl/gaitgl_GREW_BNNeck.yaml) | 64x44 | - | - | +| [RealGait(Arxiv now)](https://arxiv.org/pdf/2201.04806.pdf)| (54.1) | - | - | - | - | + +The result of GaitGL comes from [RealGait](https://arxiv.org/pdf/2201.04806.pdf) now, +and our reproducing results are comming soon. The results in the parentheses are mentioned in the papers.