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ResearchFormerly WizWand

Human 3.6M

Benchmarks

TaskDatasetSOTA resultTrendResults

Short-term motion prediction

Human 3.6M short-term motion prediction (test)

8.9Avg MAE (Walking)

40

Human Pose Prediction

Human 3.6M Subject 5 (test)

0.18Walking Error (Avg)

24

3D Human Pose Estimation

Human 3.6M Subjects 9 & 11 (test)

35.6MPJPE

16

Multi-hypothesis 3D Human Pose Estimation

Human 3.6M Subjects 9 & 11 (test)

39.9Min MPJPE

13

Landmark Prediction

Human 3.6M (test)

2.16Error (Mixed Actions)

9

Pose Regression

Simplified Human 3.6M (test)

2.16Average Error (all)

8

Action Recognition

Human 3.6M

56.5Top-1 Accuracy

8

3D Human Pose Prediction

Human 3.6M (Subject 5)

0.21Walking MAE (80ms)

7

Human Motion Prediction

Human 3.6M Sitting Down

14.1Error (80ms)

6

Human Motion Prediction

Human 3.6M Sitting

9.1Error (80ms)

6

Human Motion Prediction

Human 3.6M Purchases

11.9Error (80ms)

6

Human Motion Prediction

Human 3.6M (Posing)

9.9Error (80ms)

6

Human Motion Prediction

Human 3.6M Phoning

8.2Error (80ms)

6

Human Motion Prediction

Human 3.6M Directions

7.3Error (80ms)

6

Human Motion Prediction

Human 3.6M Discussion

9.7Error (80ms)

6

Human Motion Prediction

Human 3.6M Smoking

7MAE (80ms)

6

Human Motion Prediction

Human 3.6M Eating

6.4Error (80ms)

6

Video Prediction

Human 3.6M 10 → 40, Last 10 (test)

23.46PSNR

3

Human Pose Prediction

Human 3.6M 1.0 (test)

—Purchases

0