Pointcept/PointTransformerV3

Model

30

stars

2

commits

3

repos using this model

1

linked in READMEs

Feb 23, 2024

updated

tensorboard

README

Model Zoo

1. Indoor semantic segmentation

Model	Benchmark	Additional Data	Num GPUs	Val mIoU	Config	Tensorboard	Exp Record
PTv3	ScanNet	✗	4	77.6%	link	link	link
PTv3 + PPT	ScanNet	✓	8	78.5%	link	link	link
PTv3	ScanNet200	✗	4	35.3%	link	link	link
PTv3 + PPT	ScanNet200	✓ (f.t.)	4
PTv3	S3DIS (Area5)	✗	4	73.6%	link	link	link
PTv3 + PPT	S3DIS (Area5)	✓	8	75.4%	link	link	link

2. Outdoor semantic segmentation

Model	Benchmark	Additional Data	Num GPUs	Val mIoU	Config	Tensorboard	Exp Record
PTv3	nuScenes	✗	4	80.3	link	link	link
PTv3 + PPT	nuScenes	✓	8
PTv3	SemanticKITTI	✗	4
PTv3 + PPT	SemanticKITTI	✓	8
PTv3	Waymo	✗	4	71.2	link	link	link (log only)
PTv3 + PPT	Waymo	✓	8

Model weights trained with Waymo Open Dataset cannot be released due to the regulations.

Contributors

GO

2 commits

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Pointcept/PointTransformerV3

Model

30

stars

2

commits

3

repos using this model

1

linked in READMEs

Feb 23, 2024

updated

tensorboard

README

Model Zoo

1. Indoor semantic segmentation

Model	Benchmark	Additional Data	Num GPUs	Val mIoU	Config	Tensorboard	Exp Record
PTv3	ScanNet	✗	4	77.6%	link	link	link
PTv3 + PPT	ScanNet	✓	8	78.5%	link	link	link
PTv3	ScanNet200	✗	4	35.3%	link	link	link
PTv3 + PPT	ScanNet200	✓ (f.t.)	4
PTv3	S3DIS (Area5)	✗	4	73.6%	link	link	link
PTv3 + PPT	S3DIS (Area5)	✓	8	75.4%	link	link	link

2. Outdoor semantic segmentation

Model	Benchmark	Additional Data	Num GPUs	Val mIoU	Config	Tensorboard	Exp Record
PTv3	nuScenes	✗	4	80.3	link	link	link
PTv3 + PPT	nuScenes	✓	8
PTv3	SemanticKITTI	✗	4
PTv3 + PPT	SemanticKITTI	✓	8
PTv3	Waymo	✗	4	71.2	link	link	link (log only)
PTv3 + PPT	Waymo	✓	8

Model weights trained with Waymo Open Dataset cannot be released due to the regulations.

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alpayozkan/pxwplanar-moge2-planarity

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Contributors

GO

2 commits