diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.md b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.md
index bac2946c49..aae3b73ffe 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.md
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.md
@@ -35,4 +35,10 @@
-Checkpoints will be revealed after mmpose reaches 1k star :D
+Results on 300W dataset
+
+The model is trained on 300W train.
+
+| Arch | Input Size | NME*common* | NME*challenge* | NME*full* | NME*test* | ckpt | log |
+| :-----| :--------: | :------------------: | :------------------: | :--------------: |:-------------------------: |:---: | :---: |
+| [pose_hrnetv2_w18](/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_w18_300w_256x256.py) | 256x256 | 2.86 | 5.45 | 3.37 | 3.97 | [ckpt](https://download.openmmlab.com/mmpose/face/hrnetv2/hrnetv2_w18_300w_256x256-eea53406_20211019.pth) | [log](https://download.openmmlab.com/mmpose/face/hrnetv2/hrnetv2_w18_300w_256x256_20211019.log.json) |
diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.yml b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.yml
index 21bd8dc8e9..da7c1156f0 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.yml
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.yml
@@ -7,4 +7,18 @@ Collections:
Title: Deep High-Resolution Representation Learning for Visual Recognition
URL: https://ieeexplore.ieee.org/abstract/document/9052469/
README: configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_300w.md
-Models: []
+Models:
+- Config: configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_w18_300w_256x256.py
+ In Collection: Face 2D Keypoint topdown_heatmap 300w
+ Metadata:
+ Training Data: 300W
+ Name: topdown_heatmap_hrnetv2_w18_300w_256x256
+ Results:
+ - Dataset: 300W
+ Metrics:
+ NME challenge: 5.45
+ NME common: 2.86
+ NME full: 3.37
+ NME test: 3.97
+ Task: Face 2D Keypoint
+ Weights: https://download.openmmlab.com/mmpose/face/hrnetv2/hrnetv2_w18_300w_256x256-eea53406_20211019.pth
diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_w18_300w_256x256.py b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_w18_300w_256x256.py
index 6c5c40e34c..5def050b61 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_w18_300w_256x256.py
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/300w/hrnetv2_w18_300w_256x256.py
@@ -106,7 +106,7 @@
type='NormalizeTensor',
mean=[0.485, 0.456, 0.406],
std=[0.229, 0.224, 0.225]),
- dict(type='TopDownGenerateTarget', sigma=2),
+ dict(type='TopDownGenerateTarget', sigma=1.5),
dict(
type='Collect',
keys=['img', 'target', 'target_weight'],
diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.md b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.md
index 542e5ba4fe..19161ec6b3 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.md
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.md
@@ -57,4 +57,4 @@ The model is trained on AFLW train and evaluated on AFLW full and frontal.
| Arch | Input Size | NME*full* | NME*frontal* | ckpt | log |
| :-------------- | :-----------: | :------: | :------: |:------: |:------: |
-| [pose_hrnetv2_w18_dark](/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_w18_aflw_256x256_dark.py) | 256x256 | 1.41 | 1.27 | [ckpt](https://download.openmmlab.com/mmpose/face/darkpose/hrnetv2_w18_aflw_256x256_dark-219606c0_20210125.pth) | [log](https://download.openmmlab.com/mmpose/face/darkpose/hrnetv2_w18_aflw_256x256_dark_20210125.log.json) |
+| [pose_hrnetv2_w18_dark](/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_w18_aflw_256x256_dark.py) | 256x256 | 1.34 | 1.20 | [ckpt](https://download.openmmlab.com/mmpose/face/darkpose/hrnetv2_w18_aflw_256x256_dark-219606c0_20210125.pth) | [log](https://download.openmmlab.com/mmpose/face/darkpose/hrnetv2_w18_aflw_256x256_dark_20210125.log.json) |
diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.yml b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.yml
index 8c1dcdb44b..10915f1f8a 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.yml
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/aflw/hrnetv2_dark_aflw.yml
@@ -17,7 +17,7 @@ Models:
Results:
- Dataset: AFLW
Metrics:
- NME frontal: 1.27
- NME full: 1.41
+ NME frontal: 1.2
+ NME full: 1.34
Task: Face 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/face/darkpose/hrnetv2_w18_aflw_256x256_dark-219606c0_20210125.pth
diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.md b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.md
index ef3f2bab7c..051fced17c 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.md
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.md
@@ -33,4 +33,10 @@
-Checkpoints will be revealed after mmpose reaches 1k star :D
+Results on COFW dataset
+
+The model is trained on COFW train.
+
+| Arch | Input Size | NME | ckpt | log |
+| :-----| :--------: | :----: |:---: | :---: |
+| [pose_hrnetv2_w18](/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_w18_cofw_256x256.py) | 256x256 | 3.40 | [ckpt](https://download.openmmlab.com/mmpose/face/hrnetv2/hrnetv2_w18_cofw_256x256-49243ab8_20211019.pth) | [log](https://download.openmmlab.com/mmpose/face/hrnetv2/hrnetv2_w18_cofw_256x256_20211019.log.json) |
diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.yml b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.yml
index 02b9774b1c..2fb7a46b37 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.yml
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.yml
@@ -7,4 +7,15 @@ Collections:
Title: Deep High-Resolution Representation Learning for Visual Recognition
URL: https://ieeexplore.ieee.org/abstract/document/9052469/
README: configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.md
-Models: []
+Models:
+- Config: configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_w18_cofw_256x256.py
+ In Collection: Face 2D Keypoint topdown_heatmap cofw
+ Metadata:
+ Training Data: COFW
+ Name: topdown_heatmap_hrnetv2_w18_cofw_256x256
+ Results:
+ - Dataset: COFW
+ Metrics:
+ NME: 3.4
+ Task: Face 2D Keypoint
+ Weights: https://download.openmmlab.com/mmpose/face/hrnetv2/hrnetv2_w18_cofw_256x256-49243ab8_20211019.pth
diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_w18_cofw_256x256.py b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_w18_cofw_256x256.py
index 889e0450b1..8c65220f4f 100644
--- a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_w18_cofw_256x256.py
+++ b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_w18_cofw_256x256.py
@@ -106,7 +106,7 @@
type='NormalizeTensor',
mean=[0.485, 0.456, 0.406],
std=[0.229, 0.224, 0.225]),
- dict(type='TopDownGenerateTarget', sigma=2),
+ dict(type='TopDownGenerateTarget', sigma=1.5),
dict(
type='Collect',
keys=['img', 'target', 'target_weight'],