3D Reconstruction
3D Reconstruction is the task of creating a 3D model or representation of an object or scene from 2D images or other data sources. The goal of 3D reconstruction is to create a virtual representation of an object or scene that can be used for a variety of purposes, such as visualization, animation, simulation, and analysis. It can be used in fields such as computer vision, robotics, and virtual reality.
Image: Gwak et al
Papers
Showing 1–25 of 2326 papers
All datasetsDTUShapeNetData3D−R2N2Scan2CAD3DPeopleAria Digital Twin DatasetAria Synthetic EnvironmentsScanNet
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 3D-R2N2 | Overall | 0.63 | — | Unverified |
| 2 | Gipuma | Overall | 0.58 | — | Unverified |
| 3 | COLMAP | Overall | 0.53 | — | Unverified |
| 4 | MVSNet | Overall | 0.46 | — | Unverified |
| 5 | Vis-MVSNet | Overall | 0.37 | — | Unverified |
| 6 | AA-RMVSNet | Overall | 0.36 | — | Unverified |
| 7 | Cas-MVSNet | Overall | 0.36 | — | Unverified |
| 8 | EPP-MVSNet | Overall | 0.36 | — | Unverified |
| 9 | PatchmatchNet | Overall | 0.35 | — | Unverified |
| 10 | CVP-MVSNet | Overall | 0.35 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SVCP | Chamfer | 10 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | EVL | Accuracy | 18.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | EVL | Accuracy | 5.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Atlas (finetuned) | 3DIoU | 89.4 | — | Unverified |