Dynamic Surface Reconstruction on DT4D (test)
0.87Chamfer Distance (CD)Neu-PiG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Neu-PiGOptimization strategy (Training-free vs Learning-based)=Training-free, Optimization length (epochs)=10002026.02 | 0.87 | 96.9 | 96.8 | 3.4 | 32 | |
| Neu-PiGOptimization strategy (Training-free vs Learning-based)=Training-free, Optimization length (epochs)=2502026.02 | 0.96 | 96.9 | 96.2 | 3.4 | 8 | |
| PDGOptimization strategy (Training-free vs Learning-based)=Training-free2026.02 | 1.67 | 95.6 | 94.8 | 4.3 | 7 | |
| M2VOptimization strategy (Training-free vs Learning-based)=Learning-based2026.02 | 7.61 | 94.4 | 79.2 | — | 4 | |
| DynoSurfOptimization strategy (Training-free vs Learning-based)=Training-free2026.02 | 15.18 | 91.9 | 77.3 | 3.2 | 30 | |
| CaDeXOptimization strategy (Training-free vs Learning-based)=Learning-based2026.02 | 56.51 | 87 | 38.6 | 5 | 3 |