Instance Segmentation on STPLS3D

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	EASE	64.5	No	-	-	-
2	Mask3D	57.3	No	Mask3D: Mask Transformer for 3D Semantic Instanc...	2022-10-06	Code
3	TD3D	54.3	No	Top-Down Beats Bottom-Up in 3D Instance Segmenta...	2023-02-06	-
4	Spherical Mask	52.2	No	Spherical Mask: Coarse-to-Fine 3D Point Cloud In...	2023-12-18	Code
5	ISBNet	49.2	No	ISBNet: a 3D Point Cloud Instance Segmentation N...	2023-03-01	Code
6	SoftGroup	47.3	No	SoftGroup for 3D Instance Segmentation on Point ...	2022-03-03	Code
7	SoftGroup++	46.5	No	Scalable SoftGroup for 3D Instance Segmentation ...	2022-09-17	Code
8	HAIS	35.1	No	Hierarchical Aggregation for 3D Instance Segment...	2021-08-05	Code
9	PointGroup	23.3	No	PointGroup: Dual-Set Point Grouping for 3D Insta...	2020-04-03	Code

#1EASE
64.5
AP
No paper
#2Mask3DSOTA
57.3
AP· 2022-10-06
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation Code
#3TD3D
54.3
AP· 2023-02-06
Top-Down Beats Bottom-Up in 3D Instance Segmentation
#4Spherical Mask
52.2
AP· 2023-12-18
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation Code
#5ISBNet
49.2
AP· 2023-03-01
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution Code
#6SoftGroupSOTA
47.3
AP· 2022-03-03
SoftGroup for 3D Instance Segmentation on Point Clouds Code
#7SoftGroup++
46.5
AP· 2022-09-17
Scalable SoftGroup for 3D Instance Segmentation on Point Clouds Code
#8HAISSOTA
35.1
AP· 2021-08-05
Hierarchical Aggregation for 3D Instance Segmentation Code
#9PointGroupSOTA
23.3
AP· 2020-04-03
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Code