PartNet

Reported on 5 benchmarks across 3 tasks · 2 papers · 3 SOTA

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

Medical2 results

Semantic SegmentationonPartNet
mIOU· 2018-12-06
43.2
best: 62.1 (CSN)
SOTA
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding arXiv:1812.02713
Semantic SegmentationonShapeNet-Part
Class Average IoU· 2019-03-02
84.1
best: 87.7 (Feature Geometric Net (FG-Net))
PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation arXiv:1903.00709

Audio2 results

10-shot image generationonPartNet
mIOU· 2018-12-06
43.2
best: 62.1 (CSN)
SOTA
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding arXiv:1812.02713
10-shot image generationonShapeNet-Part
Class Average IoU· 2019-03-02
84.1
best: 87.7 (Feature Geometric Net (FG-Net))
PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation arXiv:1903.00709

Computer Vision1 result

3D Semantic SegmentationonPartNet
mIOU· 2018-12-06
43.2
best: 62.1 (CSN)
SOTA
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding arXiv:1812.02713