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SOTA 3D Multi-person Pose Estimation benchmarks and papers with code | Wizwand
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3D Multi-person Pose Estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Shelf (test)
Tanke et al.
Actor 1 Score
99.8
27
4d ago
MuPoTS-3D All people
PLIKS
PCK (Absolute)
44.2
24
4d ago
MuPoTS-3D Matched people
Permutation-Invariant Relational Network
PCKrel
87.3
22
4d ago
MuPoTS-3D
Dual network
3D PCK Score
89.6
21
4d ago
MVOR 23 (test)
TEMPO
MPJPE (mm)
102
16
4d ago
Panoptic (test)
PRGnet
PCP
99.5
12
4d ago
Human3.6M, Shelf, Campus, and MVOR Averaged Generalization
VoxelKeypointFusion
PCP
85.3
12
4d ago
Tsinghua (first sequence)
RapidPoseTriangulation
PCP
98.7
10
4d ago
human36m, shelf, campus, mvor, chi3d, tsinghua Averaged generalization (test)
RapidPoseTriangulation
PCP
91.3
10
4d ago
CMU Panoptic
VTP
MPJPE (mm)
15.66
6
4d ago
MuPoTS-3D occlusion
TDBU-Net
PCK (Rel)
84.2
5
4d ago
egohumans legoassemble 1.0 (test)
RapidPoseTriangulation
PCP
100
4
4d ago
JTA synthetic (test)
Dual network
F1 (t=0.4m)
58.15
3
4d ago
AGORA (val)
BEV
NMVE
108.3
3
4d ago
Relative Human (RH)
BEV
PCDR (0.2)
68.27
3
4d ago
egohumans tennis 1.0 (test)
RapidPoseTriangulation
PCP
99.9
3
4d ago
Our Dataset (test)
4D association graph
Precision
88.5
2
4d ago
egohumans badminton 1.0 (test)
RapidPoseTriangulation
PCP
99.9
2
4d ago
egohumans volleyball 1.0 (test)
RapidPoseTriangulation
PCP
100
2
4d ago
egohumans basketball 1.0 (test)
RapidPoseTriangulation
PCP
0.996
2
4d ago
egohumans fencing 1.0 (test)
VoxelKeypointFusion
PCP
100
2
4d ago
egohumans tagging 1.0 (test)
RapidPoseTriangulation
PCP
97.5
2
4d ago
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