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Papers Benchmarks Datasets Tasks

PROX dataset and benchmarks · SOTA2 Research

Research Datasets

PROX

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Human Motion Prediction

PROX (test)

5.4FDE

14

Human pose and shape (HPS) estimation

PROX (quantitative set)

163V2V

11

Human Self-Collision Resolution

PROX

85SCC

9

Human-scene Contact

PROX 6 (quantitative set)

9.6Penetration Error

8

3D Human Pose and Contact Estimation

PROX (test)

44.17PA-MPJPE

7

Human Mesh Recovery

PROX 6 (quantitative set)

150.4G-MPJPE

7

Human Pose Estimation

PROX

171.7ACD

7

Human-Scene Interaction Fidelity

PROX 11 sequences

0.163CDbi

6

3D Pose Prediction

PROX

1903D Pose Error (0.5s)

5

3D Path Prediction

PROX

189Path Error (0.5s)

5

3D human-scene interaction generation

PROX (test)

60.6Generation Preference

5

3D Human-Scene Interaction

PROX-s filtered

0.262Semantic Clip Quality

4

Depth Estimation

PROX

13AbsRel

4

Locomotion and scene-level interaction

PROX

0.723Continuity

4

3D Human Pose Estimation

PROX (quantitative set)

163V2V Error

4

Human Placement

PROX

2.97Entropy

4

Monocular 3D Human Pose Estimation

PROX

154.33PJE

3

Human Movement Goal Prediction

PROX

43.8Average Inference Time (AIT)

2

Popular tasks

Depth Estimation 3D Human Pose Estimation Human Motion Prediction Human Mesh Recovery Human Pose Estimation

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