3D Semantic Segmentation on DALES

Metric: Overall Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Overall Accuracy▼	Extra Data	Paper	Date↕	Code
1	KPConv	97.8	No	KPConv: Flexible and Deformable Convolution for ...	2019-04-18	Code
2	Superpoint Transformer	97.5	No	Efficient 3D Semantic Segmentation with Superpoi...	2023-06-13	Code
3	ConvPoint	97.2	No	ConvPoint: Continuous Convolutions for Point Clo...	2019-04-04	Code
4	PointCNN	97.2	No	-	-	Code
5	ShellNet	96.4	No	ShellNet: Efficient Point Cloud Convolutional Ne...	2019-08-17	Code
6	PointNet++	95.7	No	PointNet++: Deep Hierarchical Feature Learning o...	2017-06-07	Code
7	SPG	95.5	No	Large-scale Point Cloud Semantic Segmentation wi...	2017-11-27	Code

#1KPConvSOTA
97.8
Overall Accuracy· 2019-04-18
KPConv: Flexible and Deformable Convolution for Point Clouds Code
#2Superpoint Transformer
97.5
Overall Accuracy· 2023-06-13
Efficient 3D Semantic Segmentation with Superpoint Transformer Code
#3ConvPointSOTA
97.2
Overall Accuracy· 2019-04-04
ConvPoint: Continuous Convolutions for Point Cloud Processing Code
#4PointCNN
97.2
Overall Accuracy
No paperCode
#5ShellNet
96.4
Overall Accuracy· 2019-08-17
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Code
#6PointNet++SOTA
95.7
Overall Accuracy· 2017-06-07
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space Code
#7SPG
95.5
Overall Accuracy· 2017-11-27
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Code