Surface Reconstruction on DTU sparse-view 1
1.27CD (Scan 21)MAtCha Gaussians
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MAtCha Gaussiansinput_views=32024.12 | 1.27 | 0.85 | 1.89 | 1.08 | 1.06 | 1.15 | 0.89 | 0.87 | 0.58 | 0.89 | 1.04 | |
| 2D Gaussian Splatting + MASt3R-SfMSfM=MASt3R-SfM, input_views=32024.12 | 1.43 | 2.02 | 2.79 | 2.05 | 1.71 | 2.24 | 1.23 | 2.26 | 0.85 | 1.72 | 1.79 | |
| Gaussian Opacity Fields + MASt3R-SfMSfM=MASt3R-SfM, input_views=32024.12 | 1.71 | 1.41 | 2.38 | 1.59 | 2.05 | 2.2 | 1.62 | 1.99 | 1.21 | 1.81 | 1.76 | |
| Spurfiesinput_views=32024.12 | 2.36 | 0.83 | 2.39 | 1.14 | 1.55 | 1.67 | 1.26 | 1.14 | 0.61 | 0.94 | 1.36 | |
| SuGaRinput_views=32024.12 | 2.71 | 2.14 | 4.01 | 2.9 | 2.45 | 4.68 | 3.82 | 3.28 | 2.44 | 2.66 | 3.01 | |
| CAP-UDFinput_views=32024.12 | 2.72 | 1.45 | 4.05 | 2.78 | 1.81 | 4.22 | 3.51 | 3.83 | 2.24 | 3.65 | 2.89 | |
| VolReconinput_views=32024.12 | 3.05 | 2.27 | 4.36 | 2.51 | 3.24 | 3.3 | 3.1 | 3.58 | 1.86 | 3.68 | 3.11 | |
| S-VolSDFinput_views=32024.12 | 3.18 | 2.19 | 3.4 | 2.3 | 2.69 | 2.69 | 1.6 | 1.48 | 1.21 | 1.16 | 2.26 | |
| NeuSurfinput_views=32024.12 | 3.22 | 1.38 | 2.61 | 1.72 | 3.46 | 2.68 | 1.44 | 2.42 | 0.61 | 0.87 | 2.08 | |
| Points2Surfinput_views=32024.12 | 3.73 | 2.55 | 5.13 | 3.85 | 2.41 | 2.3 | 3.95 | 3.33 | 2.37 | 2.84 | 3.21 | |
| SparseNeusinput_views=32024.12 | 3.73 | 3.28 | 5.21 | 3.29 | 4.21 | 3.3 | 2.73 | 3.39 | 1.4 | 2.46 | 3.41 | |
| NeuSinput_views=32024.12 | 4.52 | 3.03 | 4.77 | 1.87 | 4.35 | 1.89 | 4.18 | 5.46 | 1.09 | 2.4 | 3.36 | |
| VolSDFinput_views=32024.12 | 4.54 | 1.51 | 4.05 | 1.27 | 3.58 | 3.48 | 2.62 | 2.79 | 0.52 | 1.1 | 2.56 |