Single-image 3D reconstruction on ShapeNetCore Cars v1 (test)
0.231Chamfer Distance (x1000)DDF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DDFCamera Information=True camera (Πg), Sampling points=5000 (L)2021.12 | 0.231 | 70.91 | 86.57 | |
| P2MSampling points=2466 (S)2021.12 | 0.268 | 67.86 | 84.15 | |
| DDFCamera Information=Predicted camera (Π), Sampling points=2466 (S)2021.12 | 0.288 | 59.93 | 79.66 | |
| PC-SIRENCamera Information=True camera (Πg), Sampling points=5000 (L)2021.12 | 0.371 | 64.57 | 78.72 | |
| DDFCamera Information=Corrected camera (Π∇), Sampling points=2466 (S)2021.12 | 0.39 | 54.16 | 74.68 | |
| PC-SIRENCamera Information=Predicted camera (Π), Sampling points=2466 (S)2021.12 | 0.4 | 57.82 | 76 | |
| DDFCamera Information=Predicted camera (Π), Sampling points=5000 (L)2021.12 | 0.541 | 62.69 | 79.71 | |
| DDFCamera Information=Corrected camera (Π∇), Sampling points=5000 (L)2021.12 | 0.606 | 52.47 | 72.78 | |
| PC-SIRENCamera Information=Corrected camera (Π∇), Sampling points=2466 (S)2021.12 | 0.737 | 56.01 | 71.22 | |
| PC-SIRENCamera Information=Predicted camera (Π), Sampling points=5000 (L)2021.12 | 0.768 | 50.04 | 68.52 | |
| 3DR2021.12 | 0.845 | 37.8 | 54.84 |