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