SparseConvNet

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Medical2 results

Semantic SegmentationonScanNet
test mIoU· 2017-11-28
72.5
best: 79.8 (PTv3 ARKit LabelMaker)
SOTA
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks arXiv:1711.10275
Semantic SegmentationonScanNet
val mIoU· 2017-11-28
69.3
best: 80.5 (DITR)
SOTA
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks arXiv:1711.10275

Audio2 results

10-shot image generationonScanNet
test mIoU· 2017-11-28
72.5
best: 79.8 (PTv3 ARKit LabelMaker)
SOTA
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks arXiv:1711.10275
10-shot image generationonScanNet
val mIoU· 2017-11-28
69.3
best: 80.5 (DITR)
SOTA
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks arXiv:1711.10275