DTU
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surface Reconstruction | DTU | Chamfer Distance (CD)0.294 | 120 | |
| Novel View Synthesis | DTU | PSNR34.28 | 100 | |
| Novel View Synthesis | DTU (test) | PSNR33.09 | 82 | |
| Geometry Reconstruction | DTU | CD (w/ mask)0.36 | 80 | |
| 3D Surface Reconstruction | DTU (test) | Mean Chamfer Distance (CD)0.65 | 69 | |
| Multi-view Stereo | DTU (test) | Accuracy42.7 | 61 | |
| Multi-view stereo | DTU 1 (evaluation) | Accuracy Error (mm)0.283 | 51 | |
| Novel View Synthesis | DTU 6-view | PSNR25.76 | 49 | |
| Novel View Synthesis | DTU 3-view | PSNR20.68 | 47 | |
| 3D Reconstruction | DTU | Accuracy Median8.225 | 47 | |
| Novel View Synthesis | DTU (val) | PSNR (full)27.31 | 43 | |
| 3D wireframe reconstruction | DTU Dataset | ACC-J0.5882 | 39 | |
| Surface Reconstruction | DTU 1.0 (test) | Chamfer Distance (Scene 24)0.38 | 35 | |
| Multi-view Stereo Reconstruction | DTU (evaluation) | Mean Distance (mm) - Acc.0.283 | 35 | |
| Surface Reconstruction | DTU | Scan 24 Metric Value2.14 | 34 | |
| Novel View Synthesis | DTU 10% (test) | PSNR35.97 | 32 | |
| 3D Reconstruction | DTU | Average Error0.68 | 32 | |
| Edge Reconstruction | DTU 1 (test) | R590.9 | 28 | |
| Novel View Synthesis | DTU 1 (test) | PSNR31.65 | 22 | |
| Novel View Synthesis | DTU 9-view | PSNR25.18 | 22 | |
| Novel View Synthesis | DTU 9-view (test) | Full-image PSNR25.28 | 21 | |
| Geometry Reconstruction | DTU (full) | Error Metric 240.37 | 17 | |
| Point Cloud Reconstruction | DTU (evaluation) | Accuracy Error (mm)0.283 | 16 | |
| Point Cloud Reconstruction | DTU high-resolution (test) | Accuracy42.7 | 16 | |
| Novel View Synthesis | DTU 15 (test) | PSNR28.63 | 15 |
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