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ResearchFormerly WizWand

egohumans

Benchmarks

TaskDatasetSOTA resultTrendResults

3D Human Pose Estimation

EgoHumans

0.51MPJPE (W)

9

Human and Scene Reconstruction

EgoHumans

1.03Temporal Error (TE)

7

Efficiency Evaluation

EgoHumans (test)

0.34Inference Time (s)

7

Temporal Synchronization

EgoHumans (test)

0.04MAE

7

Re-identification

EgoHumans

10.4IDs

6

Human Mesh Recovery

EgoHumans (test)

0.88W-MPJPE

6

IMU-to-person identification

EgoHumans

98.12Accuracy

5

Human and Scene Reconstruction

EgoHumans 1.0 (test)

0.75s-TE

5

Camera Pose Estimation

EgoHumans

0.7ATE

4

Video-to-IMU Retrieval

EgoHumans (scene split)

83R@1

4

IMU-to-Video Retrieval

EgoHumans (scene split)

0.83R@1

4

3D Multi-Person Pose Estimation

egohumans legoassemble 1.0 (test)

100PCP

4

3D Multi-Person Pose Estimation

egohumans tennis 1.0 (test)

99.9PCP

3

3D Multi-Person Pose Estimation

egohumans badminton 1.0 (test)

99.9PCP

2

3D Multi-Person Pose Estimation

egohumans volleyball 1.0 (test)

100PCP

2

3D Multi-Person Pose Estimation

egohumans basketball 1.0 (test)

0.996PCP

2

3D Multi-Person Pose Estimation

egohumans fencing 1.0 (test)

100PCP

2

3D Multi-Person Pose Estimation

egohumans tagging 1.0 (test)

97.5PCP

2