Semantic Segmentation on S3DIS

Metric: mIoU (Area-5) (higher is better)

LeaderboardDataset

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#	Model↕	mIoU (Area-5)▼	Extra Data	Paper	Date↕	Code
1	OneFormer3D	72.4	No	OneFormer3D: One Transformer for Unified Point C...	2023-11-24	Code
2	PointTransformerV2	71.6	No	Point Transformer V2: Grouped Vector Attention a...	2022-10-11	Code
3	PointNext	70.5	No	PointNeXt: Revisiting PointNet++ with Improved T...	2022-06-09	Code
4	PointTransformer	70.4	No	Point Transformer	2020-12-16	Code

#1OneFormer3DSOTA
72.4
mIoU (Area-5)· 2023-11-24
OneFormer3D: One Transformer for Unified Point Cloud Segmentation Code
#2PointTransformerV2SOTA
71.6
mIoU (Area-5)· 2022-10-11
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling Code
#3PointNextSOTA
70.5
mIoU (Area-5)· 2022-06-09
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies Code
#4PointTransformerSOTA
70.4
mIoU (Area-5)· 2020-12-16
Point Transformer Code