Instance Segmentation on ScanNetV2

Metric: mAP@0.50 (higher is better)

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#	Model↕	mAP@0.50▼	Extra Data	Paper	Date↕	Code
1	3D-MPA	61.1	No	3D-MPA: Multi Proposal Aggregation for 3D Semant...	2020-03-30	Code
2	MTML	54.9	No	3D Instance Segmentation via Multi-Task Metric L...	2019-06-20	-
3	3D-SIS	38.2	No	3D-SIS: 3D Semantic Instance Segmentation of RGB...	2018-12-17	Code
4	3D-BEVIS	24.8	No	3D-BEVIS: Bird's-Eye-View Instance Segmentation	2019-04-03	-
5	SGPN	14.3	No	SGPN: Similarity Group Proposal Network for 3D P...	2017-11-23	Code

#13D-MPASOTA
61.1
mAP@0.50· 2020-03-30
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Code
#2MTMLSOTA
54.9
mAP@0.50· 2019-06-20
3D Instance Segmentation via Multi-Task Metric Learning
#33D-SISSOTA
38.2
mAP@0.50· 2018-12-17
3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans Code
#43D-BEVIS
24.8
mAP@0.50· 2019-04-03
3D-BEVIS: Bird's-Eye-View Instance Segmentation
#5SGPNSOTA
14.3
mAP@0.50· 2017-11-23
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation Code