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Models/PointMetaBase-XXL

PointMetaBase-XXL

Reported on 12 benchmarks across 3 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical5 results

Semantic SegmentationonOpenTrench3D
mAcc· 2022-11-26
84.5
SOTA
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
Semantic SegmentationonS3DIS
Mean IoU· 2022-11-26
77
best: 82.3 (Sonata + PTv3)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
Semantic SegmentationonS3DIS
Params (M)· 2022-11-26
19.7
best: 41.6 (PointNeXt-XL)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
Semantic SegmentationonS3DIS
oAcc· 2022-11-26
91.3
best: 93.3 (Sonata + PTv3)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
Semantic SegmentationonOpenTrench3D
mIoU· 2022-11-26
75.8
best: 76.5 (PointVector-XL)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462

Audio5 results

10-shot image generationonOpenTrench3D
mAcc· 2022-11-26
84.5
SOTA
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
10-shot image generationonS3DIS
Mean IoU· 2022-11-26
77
best: 82.3 (Sonata + PTv3)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
10-shot image generationonS3DIS
Params (M)· 2022-11-26
19.7
best: 41.6 (PointNeXt-XL)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
10-shot image generationonS3DIS
oAcc· 2022-11-26
91.3
best: 93.3 (Sonata + PTv3)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
10-shot image generationonOpenTrench3D
mIoU· 2022-11-26
75.8
best: 76.5 (PointVector-XL)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462

Computer Vision2 results

3D Semantic SegmentationonOpenTrench3D
mAcc· 2022-11-26
84.5
SOTA
Meta Architecture for Point Cloud Analysis arXiv:2211.14462
3D Semantic SegmentationonOpenTrench3D
mIoU· 2022-11-26
75.8
best: 76.5 (PointVector-XL)
Meta Architecture for Point Cloud Analysis arXiv:2211.14462