Human3.6M
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Human3.6M Protocol 1 (test)
20.6PA-MPJPE
33
Human3.6M v1 (Protocol #2)
12.7P-MPJPE (Avg)
33
Human3.6M GT 2D pose sequences (test)
15.9MPJPE (Dire.)
29
Human3.6M (Protocol 2)
41.1Reconstruction Error
29
Human3.6M 256x256
108.4MSE
23
Human3.6M (S5, S6, S7, S8)
25.6MPJPE
23
Human3.6M S11 (test)
34.6Average Error
22
Human3.6M (subjects S9 and S11)
36.7PA-MPJPE (mm)
21
Human3.6M 13 (test)
17.7MPJPE (mm)
21
Human3.6M (subjects S9, S11)
0.403APD
20
Human3.6M GT
16.7MPJPE
20
Human3.6M 14 joints (test)
27.7PA-MPJPE
20
Human3.6M 4 frames -> 4 frames
33.32PSNR
20
Human3.6M Protocol-III (test)
56.3Discussion Error (MPJPE)
20
Human3.6M Standard Protocol
35.8MPJPE
19
Human3.6M Protocol 2 (subjects 9 and 11)
31.6Avg Error (mm)
19
Human3.6M
69.89mIoU
19
Human3.6M S5 (test)
41.3Average MPJPE (560ms)
17
Human3.6M H36MA
39.6MPJPE
17
Human3.6M 4 → 4 frames (test)
98.57SSIM
16
Human3.6M
13.2Avg 3D Error (160ms)
16
Human3.6M
0.985SSIM
16
Human3.6M
0.2MAE @ 80ms
15
Human3.6M (S9)
96.9PCP
14
Human3.6M Protocol #1 v1
48.7Avg Error
14