3D Semantic Segmentation On Partnet

mIOU

Results

Performance results of various models on this benchmark

Model Name	mIOU	Paper Title
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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