3D on H3WB

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

LeaderboardDataset

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Results

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#	Model↕	Average MPJPE (mm)▼	Augmentations	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	SimpleBaseline	34	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
14	SHN + SimpleBaseline	32.5	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
15	CanonPose	31.9	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
16	Large SimpleBaseline	31.7	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
17	3D-LFM	28.22	No	3D-LFM: Lifting Foundation Model	2023-12-19	Code
18	SemGAN	27.77	No	3D WholeBody Pose Estimation based on Semantic G...	2024-06-03	-
19	Resnet50	26.3	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
20	CanonPose	24.6	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
21	SimpleBaseline	24.6	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
22	CanonPose + 3D supervision	22.2	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
23	CPN + Jointformer	20.7	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
24	Large SimpleBaseline	19.8	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
25	Jointformer	19.8	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
26	CanonPose + 3D supervision	17.9	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
27	Jointformer	17.8	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
28	SemGAN	15.95	No	3D WholeBody Pose Estimation based on Semantic G...	2024-06-03	-
29	Large SimpleBaseline	14.6	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
30	3D-LFM	10.44	No	3D-LFM: Lifting Foundation Model	2023-12-19	Code

#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
#13SimpleBaseline
34
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#14SHN + SimpleBaseline
32.5
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#15CanonPose
31.9
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#16Large SimpleBaseline
31.7
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#173D-LFM
28.22
Average MPJPE (mm)· 2023-12-19
3D-LFM: Lifting Foundation Model Code
#18SemGAN
27.77
Average MPJPE (mm)· 2024-06-03
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information
#19Resnet50
26.3
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#20CanonPose
24.6
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#21SimpleBaseline
24.6
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#22CanonPose + 3D supervision
22.2
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#23CPN + Jointformer
20.7
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#24Large SimpleBaseline
19.8
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#25Jointformer
19.8
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#26CanonPose + 3D supervision
17.9
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#27Jointformer
17.8
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#28SemGAN
15.95
Average MPJPE (mm)· 2024-06-03
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information
#29Large SimpleBaseline
14.6
Average MPJPE (mm)· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#303D-LFM
10.44
Average MPJPE (mm)· 2023-12-19
3D-LFM: Lifting Foundation Model Code