D-FAUST
Benchmarks
TaskDatasetSOTA resultTrendResults
D-FAUST 5 (Seen Individual)
0.039Chamfer Distance
18
D-FAUST 5 (Unseen Individual)
8,070IoU
12
D-FAUST (Unseen Individual)
83.7IoU
8
D-FAUST (Unseen Motion)
90.7IoU
8
D-FAUST (test)
1.33Training Time (sec/iter)
8
D-FAUST S1: Seen Individuals, Unseen Motions (test)
0.209Correspondence L2 Distance
8
D-FAUST S2: Unseen Individuals, Seen Motions (test)
0Chamfer Distance
7
D-FAUST S1 Seen Individuals Unseen Motions (test)
146.2Chamfer Distance (x10^-3)
7
D-FAUST
0.034CDL1 (x10)
6
D-FAUST (unseen individual)
0.055Chamfer Distance (CD)
6
D-FAUST held-out (test)
4.41Mean Isometric Distortion (\sigma_t)
5
D-FAUST S2: Unseen Individuals, Seen Motions (test)
0.864Correspondence L2 Distance (Scaled)
5