D-FAUST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dynamic Human Body Modeling | D-FAUST 5 (Seen Individual) | Chamfer Distance0.039 | 18 | |
| Dynamic Human Body Modeling | D-FAUST 5 (Unseen Individual) | IoU8,070 | 12 | |
| 4D Shape Completion | D-FAUST (Unseen Individual) | IoU83.7 | 8 | |
| 4D Shape Completion | D-FAUST (Unseen Motion) | IoU90.7 | 8 | |
| 4D Reconstruction and Flow Estimation | D-FAUST (test) | Training Time (sec/iter)1.33 | 8 | |
| Flow Estimation | D-FAUST S1: Seen Individuals, Unseen Motions (test) | Correspondence L2 Distance0.2091 | 8 | |
| 4D Reconstruction | D-FAUST S2: Unseen Individuals, Seen Motions (test) | Chamfer Distance0.0001 | 7 | |
| 4D Reconstruction | D-FAUST S1 Seen Individuals Unseen Motions (test) | Chamfer Distance (x10^-3)146.2 | 7 | |
| Surface reconstruction | D-FAUST | CDL1 (x10)0.034 | 6 | |
| Dynamic Human Body Modeling | D-FAUST (unseen individual) | Chamfer Distance (CD)0.055 | 6 | |
| Flow Estimation | D-FAUST S2: Unseen Individuals, Seen Motions (test) | Correspondence L2 Distance (Scaled)0.8643 | 5 |
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