SPLATNet 3D

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Medical2 results

Semantic SegmentationonShapeNet-Part
Class Average IoU· 2018-02-22
82
best: 87.7 (Feature Geometric Net (FG-Net))
SPLATNet: Sparse Lattice Networks for Point Cloud Processing arXiv:1802.08275
Semantic SegmentationonShapeNet-Part
Instance Average IoU· 2018-02-22
84.6
best: 89.1 (GeomGCNN)
SPLATNet: Sparse Lattice Networks for Point Cloud Processing arXiv:1802.08275

Audio2 results

10-shot image generationonShapeNet-Part
Class Average IoU· 2018-02-22
82
best: 87.7 (Feature Geometric Net (FG-Net))
SPLATNet: Sparse Lattice Networks for Point Cloud Processing arXiv:1802.08275
10-shot image generationonShapeNet-Part
Instance Average IoU· 2018-02-22
84.6
best: 89.1 (GeomGCNN)
SPLATNet: Sparse Lattice Networks for Point Cloud Processing arXiv:1802.08275