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Models/SASO

SASO

Reported on 12 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision12 results

Instance SegmentationonS3DIS
mCov· 2020-06-25
54.5
best: 74.9 (ISBNet)
SOTA
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
Instance SegmentationonS3DIS
mIoU· 2020-06-25
61.1
SOTA
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
Instance SegmentationonS3DIS
mWCov· 2020-06-25
58.3
best: 76.8 (ISBNet)
SOTA
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
3D Instance SegmentationonS3DIS
mCov· 2020-06-25
54.5
best: 74.9 (ISBNet)
SOTA
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
3D Instance SegmentationonS3DIS
mIoU· 2020-06-25
61.1
SOTA
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
3D Instance SegmentationonS3DIS
mWCov· 2020-06-25
58.3
best: 76.8 (ISBNet)
SOTA
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
Instance SegmentationonS3DIS
mAcc· 2020-06-25
72.8
best: 75.61 (PointCNN)
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
Instance SegmentationonS3DIS
mPrec· 2020-06-25
64.2
best: 82.3 (OneFormer3D)
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
Instance SegmentationonS3DIS
mRec· 2020-06-25
50.8
best: 77.1 (ISBNet)
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
3D Instance SegmentationonS3DIS
mAcc· 2020-06-25
72.8
best: 75.61 (PointCNN)
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
3D Instance SegmentationonS3DIS
mPrec· 2020-06-25
64.2
best: 82.3 (OneFormer3D)
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015
3D Instance SegmentationonS3DIS
mRec· 2020-06-25
50.8
best: 77.1 (ISBNet)
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization arXiv:2006.15015