3D Semantic Segmentation on STPLS3D

Metric: mIOU (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	mIOU▼	Extra Data	Paper	Date↕	Code
1	KpConv	53.73	No	KPConv: Flexible and Deformable Convolution for ...	2019-04-18	Code
2	PointCT	53.2	No	-	-	Code
3	MinkowskiNet	51.3	No	4D Spatio-Temporal ConvNets: Minkowski Convoluti...	2019-04-18	Code
4	SCF-Net	50.65	No	-	-	Code
5	Point transformer	47.64	No	Point Transformer	2020-12-16	Code
6	PointNet++	15.92	No	PointNet++: Deep Hierarchical Feature Learning o...	2017-06-07	Code

#1KpConvSOTA
53.73
mIOU· 2019-04-18
KPConv: Flexible and Deformable Convolution for Point Clouds Code
#2PointCT
53.2
mIOU
No paperCode
#3MinkowskiNet
51.3
mIOU· 2019-04-18
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Code
#4SCF-Net
50.65
mIOU
No paperCode
#5Point transformer
47.64
mIOU· 2020-12-16
Point Transformer Code
#6PointNet++SOTA
15.92
mIOU· 2017-06-07
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space Code