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SOTA
3D Semantic Segmentation
3D Semantic Segmentation On Partnet
3D Semantic Segmentation On Partnet
评估指标
mIOU
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
mIOU
Paper Title
Repository
CSN
62.1
Cross-Shape Attention for Part Segmentation of 3D Point Clouds
MID-Net
60.8
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination
PartNet
43.2
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding
closerlook3D
53.8
A Closer Look at Local Aggregation Operators in Point Cloud Analysis
DeepGCN
45.1
DeepGCNs: Making GCNs Go as Deep as CNNs
FG-Net
58.2
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling
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