Depth Estimation on Sun3D (test)
5.7Abs RelDeep Two-View SfM (Ours)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Deep Two-View SfM (Ours)2021.04 | 5.7 | — | 0.081 | — | — | — | — | — | 0.01 | |
| BANet2021.04 | 6 | — | 0.11 | — | — | — | — | — | 0.015 | |
| DeepSFM2021.04 | 7.2 | — | 0.093 | — | — | — | — | — | 0.013 | |
| IIB2022.11 | 9.9 | — | — | 0.293 | — | — | — | — | — | |
| IIB2022.11 | 9.9 | — | — | 0.293 | — | — | — | — | — | |
| GMDepthRefinement=Local regression at 1/8 feature resolution2022.11 | 11.2 | — | 0.068 | 0.336 | 0.146 | — | — | — | — | |
| GMDepth2022.11 | 11.2 | — | 0.068 | 0.336 | 0.146 | — | — | — | — | |
| DELTASSequence length=22020.03 | 12.45 | 0.2662 | 0.0741 | 0.3602 | 0.1666 | 85.51 | 97.28 | 99.02 | — | |
| DPSSequence length=2, Fine-tuned=true2020.03 | 12.74 | 0.2858 | 0.0855 | 0.3815 | 0.1768 | 83.96 | 94.59 | 98.66 | — | |
| MVDepthSequence length=2, Fine-tuned=false2020.03 | 13.77 | 0.3199 | 0.1564 | 0.4523 | 0.1853 | 82.45 | 96.01 | 98.51 | — | |
| DPSNet2022.11 | 14.7 | — | 0.107 | 0.427 | 0.191 | — | — | — | — | |
| DPSNet2022.11 | 14.7 | — | 0.107 | 0.427 | 0.191 | — | — | — | — | |
| DPSSequence length=2, Fine-tuned=false2020.03 | 15.9 | 0.3341 | 0.1564 | 0.4516 | 0.1958 | 80.87 | 93.63 | 97.87 | — | |
| DeMoN2021.04 | 17.2 | — | 0.114 | — | — | — | — | — | 0.019 | |
| DeMoN2022.11 | 21.4 | — | 1.12 | 2.421 | 0.206 | — | — | — | — | |
| DeMoN2022.11 | 21.4 | — | 1.12 | 2.421 | 0.206 | — | — | — | — | |
| DeepMVS2022.11 | 28.2 | — | 0.435 | 0.944 | 0.363 | — | — | — | — | |
| DeepMVS2022.11 | 28.2 | — | 0.435 | 0.944 | 0.363 | — | — | — | — | |
| Base-SIFT2021.04 | 28.6 | — | 0.29 | — | — | — | — | — | 0.029 | |
| MVDepthSequence length=2, Fine-tuned=true2020.03 | 30.92 | 0.7209 | 4.4899 | 1.718 | 0.319 | 78.73 | 91.17 | 93.87 | — | |
| COLMAP2021.04 | 62.3 | — | — | — | — | — | — | — | — | |
| LS-Net2021.04 | 65 | — | 0.189 | — | — | — | — | — | 0.015 |