Single-image 3D reconstruction on ShapeNetCore v1 Chairs (test)
0.431Chamfer Distance (x1000)PC-SIREN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PC-SIRENCamera Information=True camera (Πg), Sampling points=5000 (L)2021.12 | 0.431 | 62.25 | 77.38 | |
| DDFCamera Information=True camera (Πg), Sampling points=5000 (L)2021.12 | 0.459 | 55.47 | 72.82 | |
| PC-SIRENCamera Information=Predicted camera (Π), Sampling points=2466 (S)2021.12 | 0.465 | 56.36 | 74.56 | |
| DDFCamera Information=Predicted camera (Π), Sampling points=2466 (S)2021.12 | 0.512 | 48.4 | 67.75 | |
| P2MSampling points=2466 (S)2021.12 | 0.61 | 54.38 | 70.42 | |
| DDFCamera Information=Corrected camera (Π∇), Sampling points=2466 (S)2021.12 | 0.823 | 42.28 | 60.39 | |
| DDFCamera Information=Predicted camera (Π), Sampling points=5000 (L)2021.12 | 0.855 | 47.51 | 63.81 | |
| PC-SIRENCamera Information=Corrected camera (Π∇), Sampling points=2466 (S)2021.12 | 0.876 | 50.56 | 65.43 | |
| PC-SIRENCamera Information=Predicted camera (Π), Sampling points=5000 (L)2021.12 | 0.915 | 45.57 | 62.76 | |
| DDFCamera Information=Corrected camera (Π∇), Sampling points=5000 (L)2021.12 | 0.919 | 41.08 | 58.98 | |
| 3DR2021.12 | 1.432 | 40.22 | 55.2 |