Point-NN

Reported on 3 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Computer Vision3 results

Training-free 3D Point Cloud ClassificationonModelNet40
Accuracy (%)· 2023-03-14
82.6
best: 85.3 (Point-GN)
SOTA
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis arXiv:2303.08134
Training-free 3D Point Cloud ClassificationonScanObjectNN
Accuracy (%)· 2023-03-14
64.9
best: 86.4 (Point-GN)
SOTA
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis arXiv:2303.08134
Training-free 3D Part SegmentationonShapeNet-Part
mIoU· 2023-03-14
74
SOTA
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis arXiv:2303.08134