Animal Pose Estimation on AP-10K

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	ViTPose+-H	82.4	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
2	ViTPose+-L	80.4	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
3	SuperAnimal-HRNetw32	80.113	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
4	UniPose	79.2	Yes	X-Pose: Detecting Any Keypoints	2023-10-12	Code
5	ViTPose+-B	74.5	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
6	HRNet-w48	73.1	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
7	HRNet-w32	72.2	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
8	ViTPose+-S ViT-S	71.4	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
9	SimpleBaseline-ResNet50	68.1	Yes	ViTPose++: Vision Transformer for Generic Body P...	2022-12-07	Code
10	zero-shot SuperAnimal-HRNetw32	68.038	No	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code

#1ViTPose+-HSOTA
82.4
AP· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#2ViTPose+-L
80.4
AP· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#3SuperAnimal-HRNetw32SOTA
80.113
AP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#4UniPose
79.2
AP· Extra Data· 2023-10-12
X-Pose: Detecting Any Keypoints Code
#5ViTPose+-B
74.5
AP· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#6HRNet-w48
73.1
AP· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#7HRNet-w32
72.2
AP· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#8ViTPose+-S ViT-S
71.4
AP· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#9SimpleBaseline-ResNet50
68.1
AP· Extra Data· 2022-12-07
ViTPose++: Vision Transformer for Generic Body Pose Estimation Code
#10zero-shot SuperAnimal-HRNetw32
68.038
AP· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code