Multi-view 3D reconstruction on ShapeNet
0.738IoUEVolT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EVolTNumber of views=242021.03 | 0.738 | 0.497 | |
| EVolTNumber of views=232021.03 | 0.738 | 0.496 | |
| EVolTNumber of views=222021.03 | 0.737 | 0.495 | |
| EVolTNumber of views=212021.03 | 0.735 | 0.494 | |
| EVolTNumber of views=202021.03 | 0.735 | 0.492 | |
| EVolTNumber of views=182021.03 | 0.732 | 0.489 | |
| EVolTNumber of views=162021.03 | 0.729 | 0.486 | |
| EVolTNumber of views=142021.03 | 0.726 | 0.481 | |
| Pix2Vox++/ANumber of views=242021.03 | 0.72 | 0.473 | |
| EVolTNumber of views=122021.03 | 0.72 | 0.475 | |
| Pix2Vox++/ANumber of views=202021.03 | 0.719 | 0.462 | |
| Pix2Vox++/ANumber of views=122021.03 | 0.718 | 0.46 | |
| Pix2Vox++/ANumber of views=82021.03 | 0.717 | 0.459 | |
| VolT+Number of views=242021.03 | 0.716 | 0.475 | |
| VolT+Number of views=232021.03 | 0.716 | 0.475 | |
| VolT+Number of views=222021.03 | 0.716 | 0.474 | |
| Pix2Vox++/ANumber of views=62021.03 | 0.715 | — | |
| VolT+Number of views=212021.03 | 0.715 | 0.474 | |
| VolT+Number of views=202021.03 | 0.715 | 0.474 | |
| VolTNumber of views=242021.03 | 0.714 | 0.468 | |
| VolT+Number of views=182021.03 | 0.714 | 0.473 | |
| VolT+Number of views=162021.03 | 0.714 | 0.472 | |
| VolTNumber of views=232021.03 | 0.713 | 0.467 | |
| VolT+Number of views=142021.03 | 0.713 | 0.471 | |
| VolTNumber of views=222021.03 | 0.712 | 0.467 | |
| VolTNumber of views=212021.03 | 0.711 | 0.465 | |
| VolTNumber of views=202021.03 | 0.711 | 0.464 | |
| VolT+Number of views=122021.03 | 0.711 | 0.469 | |
| Pix2Vox++/ANumber of views=42021.03 | 0.708 | 0.457 | |
| VolTNumber of views=182021.03 | 0.708 | 0.461 | |
| VolT+Number of views=82021.03 | 0.707 | 0.464 | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=202019.01 | 0.706 | — | |
| Pix2Vox-ANumber of views=242021.03 | 0.706 | 0.462 | |
| Pix2Vox-ANumber of views=232021.03 | 0.706 | 0.462 | |
| Pix2Vox-ANumber of views=222021.03 | 0.706 | 0.462 | |
| Pix2Vox-ANumber of views=212021.03 | 0.706 | 0.462 | |
| Pix2Vox-ANumber of views=202021.03 | 0.706 | 0.462 | |
| VolTNumber of views=162021.03 | 0.706 | 0.459 | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=162019.01 | 0.705 | — | |
| Pix2Vox-ANumber of views=182021.03 | 0.705 | 0.461 | |
| Pix2Vox-ANumber of views=162021.03 | 0.705 | 0.461 | |
| Pix2Vox-ANumber of views=142021.03 | 0.705 | 0.461 | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=122019.01 | 0.704 | — | |
| Pix2Vox-ANumber of views=122021.03 | 0.704 | 0.46 | |
| VolT+Number of views=62021.03 | 0.704 | 0.46 | |
| VolTNumber of views=142021.03 | 0.703 | 0.456 | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=82019.01 | 0.702 | — | |
| Pix2Vox-ANumber of views=82021.03 | 0.702 | 0.458 | |
| Pix2Vox-ANumber of views=62021.03 | 0.7 | 0.456 | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=52019.01 | 0.699 | — | |
| VolTNumber of views=122021.03 | 0.699 | 0.45 | |
| EVolTNumber of views=82021.03 | 0.698 | 0.448 | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=42019.01 | 0.697 | — | |
| Pix2Vox-ANumber of views=42021.03 | 0.697 | 0.452 | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=162019.01 | 0.695 | — | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=202019.01 | 0.695 | — | |
| VolT+Number of views=42021.03 | 0.695 | 0.451 | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=122019.01 | 0.694 | — | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=32019.01 | 0.693 | — | |
| AttSetsNumber of views=202021.03 | 0.693 | 0.448 | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=82019.01 | 0.692 | — | |
| AttSetsNumber of views=182021.03 | 0.692 | 0.447 | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=52019.01 | 0.689 | — | |
| AttSetsNumber of views=122021.03 | 0.688 | 0.445 | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=42019.01 | 0.687 | — | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=22019.01 | 0.686 | — | |
| AttSetsNumber of views=82021.03 | 0.685 | 0.444 | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=162019.01 | 0.684 | — | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=202019.01 | 0.684 | — | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=32019.01 | 0.684 | — | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=122019.01 | 0.682 | — | |
| AttSetsNumber of views=242021.03 | 0.681 | — | |
| VolTNumber of views=82021.03 | 0.681 | 0.43 | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=82019.01 | 0.68 | — | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=22019.01 | 0.678 | — | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=202019.01 | 0.676 | — | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=52019.01 | 0.676 | — | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=162019.01 | 0.675 | — | |
| AttSetsNumber of views=42021.03 | 0.675 | 0.43 | |
| EVolTNumber of views=62021.03 | 0.675 | 0.423 | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=122019.01 | 0.674 | — | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=42019.01 | 0.673 | — | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=82019.01 | 0.672 | — | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=52019.01 | 0.668 | — | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=32019.01 | 0.668 | — | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=42019.01 | 0.666 | — | |
| VolTNumber of views=62021.03 | 0.662 | 0.41 | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=32019.01 | 0.661 | — | |
| Pix2Vox-AFusion strategy=Average fusion, Number of views=12019.01 | 0.661 | — | |
| Pix2Vox-AFusion strategy=Context-aware fusion, Number of views=12019.01 | 0.661 | — | |
| Pix2Vox-FFusion strategy=Context-aware fusion, Number of views=22019.01 | 0.66 | — | |
| Pix2Vox-FFusion strategy=Average fusion, Number of views=22019.01 | 0.653 | — | |
| 3D-R2N2Number of views=122019.01 | 0.636 | — | |
| 3D-R2N2Number of views=162019.01 | 0.636 | — | |
| 3D-R2N2Number of views=202019.01 | 0.636 | — | |
| 3D-R2N2Number of views=202021.03 | 0.636 | 0.383 | |
| 3D-R2N2Number of views=182021.03 | 0.636 | 0.382 | |
| 3D-R2N2Number of views=122021.03 | 0.636 | 0.382 | |
| 3D-R2N2Number of views=82019.01 | 0.635 | — | |
| 3D-R2N2Number of views=82021.03 | 0.635 | 0.383 |