3D Object Reconstruction on Things3D
0.462mIoU (chair)IM-Net
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| IM-NetResolution=32^32020.06 | 0.462 | 0.324 | 0.328 | 0.156 | 0.55 | 0.297 | 0.419 | |
| Pix2Vox++/AResolution=32^32020.06 | 0.442 | 0.349 | 0.362 | 0.244 | 0.569 | 0.32 | 0.43 | |
| Pix2Vox++/FResolution=32^32020.06 | 0.435 | 0.324 | 0.35 | 0.19 | 0.56 | 0.305 | 0.419 | |
| OccNetResolution=32^32020.06 | 0.432 | 0.328 | 0.361 | 0.168 | 0.525 | 0.317 | 0.414 | |
| AttSetsResolution=32^32020.06 | 0.403 | 0.301 | 0.334 | 0.194 | 0.554 | 0.306 | 0.4 | |
| MatryoshkaResolution=32^32020.06 | 0.399 | 0.332 | 0.323 | 0.234 | 0.548 | 0.305 | 0.395 | |
| Pixel2MeshResolution=32^32020.06 | 0.372 | 0.311 | 0.306 | 0.087 | 0.49 | 0.247 | 0.36 | |
| 3D-R2N2Resolution=32^32020.06 | 0.327 | 0.24 | 0.257 | 0.072 | 0.457 | 0.159 | 0.313 | |
| AtlasNetResolution=32^32020.06 | 0.251 | 0.259 | 0.196 | 0.064 | 0.284 | 0.137 | 0.228 | |
| OGNResolution=32^32020.06 | 0.212 | 0.153 | 0.189 | 0.06 | 0.45 | 0.116 | 0.244 |