Thuman
Benchmarks
TaskDatasetSOTA resultTrendResults
THuman 2.0 (test)
0.027LPIPS
51
THuman 2.0 (test)
0.596Chamfer Distance
24
THuman 3.0
0.037LPIPS (Front)
21
Thuman 2.0
0.923Chamfer Distance
20
THuman 2.1
0.44Chamfer Distance (cm)
17
THuman2 (test)
1.027CD (Pred to GT)
16
THuman3.0 49
1.173CD: P-to-S (cm)
16
THuman 2.1 (test)
33.16PSNR
16
THuman 2.1 (In-domain)
4.292Accuracy (Acc)
15
THuman FullBody 2.1 (test)
0.017RMSE
15
THuman UpperBody 2.1 (test)
0.015RMSE
15
THuman Face 2.1 (test)
0.011RMSE
15
THuman 2.0
45.7MPJPE
15
THuman2
16.16FID
14
THuman
9.65MAPE
12
THuman 2.1
13.13Mean Angular Error
10
THuman 2.0
30.93PSNR
9
THuman 3.0 (OOD (Out-of-Distribution))
1.408Chamfer Distance (P2S, cm)
9
THuman 2.0 (test)
25.211PSNR
9
THuman 2.0 (multi-view)
0.791Chamfer Distance
9
THuman 2.0
0.517Chamfer Distance
9
THuman2 Side view 74
24.35PSNR
8
THuman2 Frontal view 74
23.96PSNR
8
THuman 2.1
29.8PSNR
8
Thuman (test)
1.58Bitrate (bpp)
8