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ResearchFormerly WizWand

MuPoTS-3D

Benchmarks

TaskDatasetSOTA resultTrendResults

Multi-person 3D Pose Estimation

MuPoTS-3D (test)

89.63DPCK

41

3D Multi-Person Pose Estimation

MuPoTS-3D All people

44.2PCK (Absolute)

24

3D Pose Estimation

MuPoTS-3D Matched (test)

91.7Total Average Score

23

3D Multi-Person Pose Estimation

MuPoTS-3D Matched people

87.3PCKrel

22

3D Multi-person Pose Estimation

MuPoTS-3D

89.63D PCK Score

21

Multi-person 3D human mesh recovery

MuPOTS-3D

89.93DPCK (All)

13

3D Human Pose Estimation

MuPoTS-3D all groundtruths (test)

89.9Avg Score

9

Multi-person 3D motion prediction

MuPoTS-3D (2~3 persons)

0.89MPJPE (1s)

8

Multi-person tracking

MuPoTS-3D (test)

0ID Switches

7

Root-relative 3D pose estimation

MuPoTS-3D (test)

94.4S1 Score

7

3D Pose Estimation

MuPoTS-3D 2018 (All annotated poses)

94.4TS1

7

Multi-person Pose Forecasting

MuPoTS-3D 2-3 persons

66MPJPE (0.2s)

5

3D Multi-Person Pose Estimation

MuPoTS-3D occlusion

84.2PCK (Rel)

5

Motion Naturalness Assessment

MuPoTS-3D

3.85Average Score

5

Human 3D Mesh Recovery

MuPoTS-3D 31 (test)

79.9PA-MPJPE

5

Multi-person 3D Human Pose Estimation

MuPoTS-3D detected poses only Setting 1 (test)

88.4TS1

5

Multi-person 3D Human Pose Estimation

MuPoTS-3D all annotated poses Setting 1 (test)

88.4TS1 Score

5

Multi-person motion prediction

MuPOTS-3D 2-3 persons (test)

66JPE (0.2s)

4

Multi-person motion prediction

MuPoTS-3D

0.66RMSE (1s)

4

3D Human Pose Estimation

MuPoTS-3D unnormalized skeletons

108R-MPJPE

4

Root Joint Localization

MuPoTS-3D (test)

39.4AP @ 25mm

2