Thuman
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
THuman 2.0
11.84Mean Angular Error (MAE)
8
THuman Full Body 2.0
0.016RMSE
8
THuman Upper Body 2.0
0.01RMSE
8
THuman Face 2.0
0.008RMSE
8
THuman 2.0 (test)
22.102PSNR
8
THuman 2.0 (First Subject)
0.107P2S
8
THuman
21.82FID
7
THuman
18.22FID
7
THuman 2.1 (test)
41.177Chamfer Distance (CD)
7
Thuman 50 samples 2.0
58.67Geometry Score
7
THuman 2.0 50 (synthetic)
34.3PSNR
6
THuman 2.1
20.855PSNR
6
THuman 2.1
0.423Chamfer Distance
6
THuman 2.1 (subset)
0.557Chamfer Distance
6
Thuman4 (novel poses)
32.49PSNR
6
Thuman4 (train poses)
35.05PSNR
6
THuman 4.0
58.513FID
5
Thuman
-91.41BD-Rate
5
THuman subject00 4.0 (novel poses)
28.326PSNR
5
THuman in-domain 2.0 (test)
28.94PSNR
5
THuman 2.0 69 (val)
25.57PSNR
5
THuman 2.0 (unseen identity)
28.88PSNR
5
THuman2.0 normalized mesh scale (test)
1.21P2S
5
THuman MV (test)
33.05Cover PSNR
4
THuman cross-dataset
17.94PSNR
4