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Models/KpConv

KpConv

Reported on 7 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Medical3 results

Semantic SegmentationonSTPLS3D
mIOU· 2019-04-18
53.73
SOTA
KPConv: Flexible and Deformable Convolution for Point Clouds arXiv:1904.08889
Semantic SegmentationonScanNet
test mIoU· 2019-04-18
68
best: 79.8 (PTv3 ARKit LabelMaker)
KPConv: Flexible and Deformable Convolution for Point Clouds arXiv:1904.08889
Semantic SegmentationonScanNet
val mIoU· 2019-04-18
69.2
best: 80.5 (DITR)
KPConv: Flexible and Deformable Convolution for Point Clouds arXiv:1904.08889

Audio3 results

10-shot image generationonSTPLS3D
mIOU· 2019-04-18
53.73
SOTA
KPConv: Flexible and Deformable Convolution for Point Clouds arXiv:1904.08889
10-shot image generationonScanNet
test mIoU· 2019-04-18
68
best: 79.8 (PTv3 ARKit LabelMaker)
KPConv: Flexible and Deformable Convolution for Point Clouds arXiv:1904.08889
10-shot image generationonScanNet
val mIoU· 2019-04-18
69.2
best: 80.5 (DITR)
KPConv: Flexible and Deformable Convolution for Point Clouds arXiv:1904.08889

Computer Vision1 result

3D Semantic SegmentationonSTPLS3D
mIOU· 2019-04-18
53.73
SOTA
KPConv: Flexible and Deformable Convolution for Point Clouds arXiv:1904.08889