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Models/JSNet

JSNet

Reported on 14 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Computer Vision8 results

Instance SegmentationonS3DIS
mCov· 2019-12-20
54.1
best: 74.9 (ISBNet)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
Instance SegmentationonS3DIS
mPrec· 2019-12-20
66.9
best: 82.3 (OneFormer3D)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
Instance SegmentationonS3DIS
mRec· 2019-12-20
53.9
best: 77.1 (ISBNet)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
Instance SegmentationonS3DIS
mWCov· 2019-12-20
58
best: 76.8 (ISBNet)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
3D Instance SegmentationonS3DIS
mCov· 2019-12-20
54.1
best: 74.9 (ISBNet)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
3D Instance SegmentationonS3DIS
mPrec· 2019-12-20
66.9
best: 82.3 (OneFormer3D)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
3D Instance SegmentationonS3DIS
mRec· 2019-12-20
53.9
best: 77.1 (ISBNet)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
3D Instance SegmentationonS3DIS
mWCov· 2019-12-20
58
best: 76.8 (ISBNet)
SOTA
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654

Medical3 results

Semantic SegmentationonS3DIS
Mean IoU· 2019-12-20
61.7
best: 82.3 (Sonata + PTv3)
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
Semantic SegmentationonS3DIS
mAcc· 2019-12-20
71.7
best: 89.9 (Sonata + PTv3)
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
Semantic SegmentationonS3DIS
oAcc· 2019-12-20
88.7
best: 93.3 (Sonata + PTv3)
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654

Audio3 results

10-shot image generationonS3DIS
Mean IoU· 2019-12-20
61.7
best: 82.3 (Sonata + PTv3)
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
10-shot image generationonS3DIS
mAcc· 2019-12-20
71.7
best: 89.9 (Sonata + PTv3)
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654
10-shot image generationonS3DIS
oAcc· 2019-12-20
88.7
best: 93.3 (Sonata + PTv3)
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds arXiv:1912.09654