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Chi3D dataset and benchmarks · SOTA2 Research

Research Datasets

Chi3D

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D Human Pose Estimation

Chi3D

37.96MPJPE

15

Human action-reaction synthesis

Chi3D-AS conditioned (test)

0.75FID

10

Human action-reaction synthesis

Chi3D-AS conditioned (train)

0.19FID

10

Human Mesh Recovery

CHI3D

69.5MPJPE

7

Two-person Interaction Pose Forecasting

CHi3D

191MPJPE

7

Two-person Pose Refinement

CHI3D 10 (val)

68PA-MPJPE

6

3D Human Pose Estimation

CHI3D (pair s03)

48PA-MPJPE (Person 1)

6

Interaction Reconstruction

CHI3D 14 joints (test)

24.7PA-MPJPE

5

2D Landmark Prediction

CHI3D IoU > 0.5

4.36Mean 2D Euclidean Distance Error (pixels)

4

3D Human Motion Prediction

CHI3D

39JPE (0.2s)

4

Human Motion Estimation

Chi3D

33.7Local Joint Error

2

Popular tasks

3D Human Pose Estimation Human action-reaction synthesis Human Mesh Recovery 3D Human Motion Prediction 2D Landmark Prediction

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