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ResearchFormerly WizWand

3DPW

Benchmarks

TaskDatasetSOTA resultTrendResults

3D Reconstruction

3DPW

39.5PA-MPJPE

8

Multi-agent human pose forecasting

3DPW (test)

142.6JPE

8

Human Pose Estimation

3DPW 52 (test)

91MPJPE (mm)

8

3D Human Pose Estimation

3DPW 27-frame (test)

85.2MPJPE

8

Multi-person 3D motion prediction

3DPW 2 persons

3.87MPJPE (1s)

8

3D human pose estimation

3DPW Original (test)

51.9PA-MPJPE

8

Human Motion Prediction

3DPW unseen real-life scenes

0.472ADE

8

3D Human Mesh Recovery

3DPW-XOCC (test)

66.3MPJPE

7

3D Human Mesh Recovery

3DPW Crowd

75.4MPJPE

7

3D Human Mesh Recovery

3DPW Crowd (test)

79.9MPJPE

7

Human Motion Prediction

3DPW (test)

11.6MPJPE (80ms)

7

3DPW

5FOV Error (degrees)

6

Depth estimation

3DPW

158.6MAE

6

3D Human Interaction Reconstruction

3DPW

55.6MPJPE

6

3D Clothed Human Reconstruction

3DPW

40.34Chamfer Distance

6

3D Human Pose and Shape Estimation

3DPW Crowd

56.8MPJPE-PA

6

3D Human Mesh Estimation

3DPW Protocol 3 (test)

47.3PMPJPE

6

Human Motion Prediction

3DPW synthetic noise zero-shot (test)

0.507ADE

6

Interactive Keypoint Annotation

3DPW

2.23VNoC@75

5

3D Human Pose Estimation

3DPW

74.1Runtime (ms)

5

Pose Estimation

3DPW generalization (test)

76MPJPE

5

Motion Prediction

3DPW generalization (test)

7.1Error Horizon 40ms

5

3D Human Pose and Shape Estimation

3DPW 70% Cropped (test)

7.22DKP Error (Point)

5

3D Whole-body Reconstruction

3DPW

74.7MPJPE (Body)

5

Human Pose Prediction

3DPW 56 (long-term)

55.4FDE (560ms)

5