SPG(PTv2)

Reported on 6 benchmarks across 2 tasks · 1 paper

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

Medical3 results

Semantic SegmentationonS3DIS Area5
mAcc· 2024-08-20
79.5
best: 81.6 (Sonata + PTv3)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation arXiv:2408.10537
Semantic SegmentationonS3DIS Area5
mIoU· 2024-08-20
73.3
best: 76 (Sonata + PTv3)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation arXiv:2408.10537
Semantic SegmentationonS3DIS Area5
oAcc· 2024-08-20
91.9
best: 93 (Sonata + PTv3)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation arXiv:2408.10537

Audio3 results

10-shot image generationonS3DIS Area5
mAcc· 2024-08-20
79.5
best: 81.6 (Sonata + PTv3)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation arXiv:2408.10537
10-shot image generationonS3DIS Area5
mIoU· 2024-08-20
73.3
best: 76 (Sonata + PTv3)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation arXiv:2408.10537
10-shot image generationonS3DIS Area5
oAcc· 2024-08-20
91.9
best: 93 (Sonata + PTv3)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation arXiv:2408.10537