3D Human Pose Estimation on H3WB

Metric: MPJPE (higher is better)

LeaderboardDataset

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Results

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#	Model↕	MPJPE▼	Extra Data	Paper	Date↕	Code
1	CanonPose	264.4	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
2	SimpleBaseline	252	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
3	CanonPose	193.7	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
4	SHN + SimpleBaseline	189.6	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
5	CanonPose + 3D supervision	155.9	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
6	Resnet50	151.6	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
7	CPN + Jointformer	142.8	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
8	Large SimpleBaseline	131.6	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
9	SimpleBaseline	125.7	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
10	CanonPose + 3D supervision	117.5	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
11	Large SimpleBaseline	112.6	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
12	Jointformer	103	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
13	Jointformer	84.9	No	H3WB: Human3.6M 3D WholeBody Dataset and Benchmark	2022-11-28	Code
14	Jointformer-flip	63	No	Jointformer: Single-Frame Lifting Transformer wi...	2022-08-07	Code
15	3D-LFM	60.83	No	3D-LFM: Lifting Foundation Model	2023-12-19	Code
16	RTMW3D-x	57	No	RTMW: Real-Time Multi-Person 2D and 3D Whole-bod...	2024-07-11	Code
17	SemGAN	45.39	No	3D WholeBody Pose Estimation based on Semantic G...	2024-06-03	-

#1CanonPoseSOTA
264.4
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#2SimpleBaseline
252
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#3CanonPose
193.7
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#4SHN + SimpleBaseline
189.6
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#5CanonPose + 3D supervision
155.9
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#6Resnet50
151.6
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#7CPN + Jointformer
142.8
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#8Large SimpleBaseline
131.6
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#9SimpleBaseline
125.7
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#10CanonPose + 3D supervision
117.5
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#11Large SimpleBaseline
112.6
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#12Jointformer
103
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#13Jointformer
84.9
MPJPE· 2022-11-28
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark Code
#14Jointformer-flipSOTA
63
MPJPE· 2022-08-07
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation Code
#153D-LFM
60.83
MPJPE· 2023-12-19
3D-LFM: Lifting Foundation Model Code
#16RTMW3D-x
57
MPJPE· 2024-07-11
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation Code
#17SemGAN
45.39
MPJPE· 2024-06-03
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information