Instance Segmentation on S3DIS

Metric: mWCov (higher is better)

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#	Model↕	mWCov▼	Extra Data	Paper	Date↕	Code
1	ISBNet	76.8	Yes	ISBNet: a 3D Point Cloud Instance Segmentation N...	2023-03-01	Code
2	DKNet	72.8	No	3D Instances as 1D Kernels	2022-07-15	Code
3	SoftGroup	71.7	Yes	SoftGroup for 3D Instance Segmentation on Point ...	2022-03-03	Code
4	HAIS	70.4	Yes	Hierarchical Aggregation for 3D Instance Segment...	2021-08-05	Code
5	SASO	58.3	No	SASO: Joint 3D Semantic-Instance Segmentation vi...	2020-06-25	-
6	JSNet	58	No	JSNet: Joint Instance and Semantic Segmentation ...	2019-12-20	Code

#1ISBNetSOTA
76.8
mWCov· Extra Data· 2023-03-01
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution Code
#2DKNetSOTA
72.8
mWCov· 2022-07-15
3D Instances as 1D Kernels Code
#3SoftGroupSOTA
71.7
mWCov· Extra Data· 2022-03-03
SoftGroup for 3D Instance Segmentation on Point Clouds Code
#4HAISSOTA
70.4
mWCov· Extra Data· 2021-08-05
Hierarchical Aggregation for 3D Instance Segmentation Code
#5SASOSOTA
58.3
mWCov· 2020-06-25
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization
#6JSNetSOTA
58
mWCov· 2019-12-20
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Code