Pose Estimation on H3WB

Metric: Average MPJPE (mm) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Average MPJPE (mm)▼	Extra Data	Paper	Date↕	Code
1	SimpleBaseline	83.4	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
2	SHN + SimpleBaseline	64.3	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
3	Resnet50	63.1	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
4	CPN + Jointformer	56.9	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
5	CanonPose	56.2	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
6	Jointformer	53.5	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
7	CanonPose	48.9	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
8	CanonPose + 3D supervision	47.4	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
9	Large SimpleBaseline	44.8	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
10	Jointformer	43.7	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
11	SimpleBaseline	42.5	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
12	CanonPose + 3D supervision	38.3	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
13	Large SimpleBaseline	31.7	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
14	3D-LFM	28.22	No	3D-LFM: Lifting Foundation Model	2023-12-19	Code
15	SemGAN	27.77	No	3D WholeBody Pose Estimation based on Semantic G...	2024-06-03	-

#1SimpleBaselineSOTA
83.4
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#2SHN + SimpleBaseline
64.3
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#3Resnet50
63.1
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#4CPN + Jointformer
56.9
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#5CanonPose
56.2
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#6Jointformer
53.5
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#7CanonPose
48.9
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#8CanonPose + 3D supervision
47.4
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#9Large SimpleBaseline
44.8
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#10Jointformer
43.7
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#11SimpleBaseline
42.5
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#12CanonPose + 3D supervision
38.3
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#13Large SimpleBaseline
31.7
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#143D-LFM
28.22
Average MPJPE (mm)· 2023-12-19
3D-LFM: Lifting Foundation Model Code
#15SemGAN
27.77
Average MPJPE (mm)· 2024-06-03
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information