3DSN (reported in PREDATOR)

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Point Cloud Registrationon3DLoMatch (10-30% overlap)
Recall ( correspondence RMSE below 0.2)· 2018-11-16
33
best: 8.4 (OMNet (reported in REGTR))
SOTA
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities arXiv:1811.06879
Point Cloud Registrationon3DMatch (at least 30% overlapped - sample 5k interest points)
Recall ( correspondence RMSE below 0.2)· 2018-11-16
78.4
best: 35.9 (OMNet (reported in REGTR))
SOTA
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities arXiv:1811.06879
3D Point Cloud Interpolationon3DLoMatch (10-30% overlap)
Recall ( correspondence RMSE below 0.2)· 2018-11-16
33
best: 8.4 (OMNet (reported in REGTR))
SOTA
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities arXiv:1811.06879
3D Point Cloud Interpolationon3DMatch (at least 30% overlapped - sample 5k interest points)
Recall ( correspondence RMSE below 0.2)· 2018-11-16
78.4
best: 35.9 (OMNet (reported in REGTR))
SOTA
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities arXiv:1811.06879