paper-with-me

3D Semantic Segmentation 벤치마크

3D Semantic Segmentation on PartNet

18개 결과 · ⬇ CSV · JSON

mIOU

43.2 47.93 52.65 57.38 62.1 2018-12 2026-11 PartNet — 43.2 (2018-12-06) PartNet — 43.2 (2018-12-06) PartNet — 43.2 (2018-12-06) DeepGCN — 45.1 (2019-10-15) DeepGCN — 45.1 (2019-10-15) DeepGCN — 45.1 (2019-10-15) CSN — 62.1 (2020-03-20) CSN — 62.1 (2020-03-20) CSN — 62.1 (2020-03-20) closerlook3D — 53.8 (2020-07-02) closerlook3D — 53.8 (2020-07-02) closerlook3D — 53.8 (2020-07-02) MID-Net — 60.8 (2020-08-03) MID-Net — 60.8 (2020-08-03) MID-Net — 60.8 (2020-08-03) FG-Net — 58.2 (2020-12-17) FG-Net — 58.2 (2020-12-17) FG-Net — 58.2 (2020-12-17) PartNet — 43.2 (2018-12-06) DeepGCN — 45.1 (2019-10-15) CSN — 62.1 (2020-03-20)
RankModel mIOU PaperCodeYear
1 CSN 62.1 Cross-Shape Attention for Part Segmentation of 3D Point Clouds marios2019/CSN 2020
2 MID-Net 60.8 Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Microsoft/O-CNN 2020
3 FG-Net 58.2 FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling KangchengLiu/Feature-Geometric-Net-FG-Net 2020
4 closerlook3D 53.8 A Closer Look at Local Aggregation Operators in Point Cloud Analysis zeliu98/CloserLook3D 2020
5 DeepGCN 45.1 DeepGCNs: Making GCNs Go as Deep as CNNs lightaime/deep_gcns_torch · lightaime/deep_gcns_torch · lightaime/deep_gcns_torch · +1 2019
6 PartNet 43.2 PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding yangyanli/PointCNN · daerduoCarey/partnet_dataset · daerduoCarey/partnet_anno_system · +2 2018
7 CSN 62.1 Cross-Shape Attention for Part Segmentation of 3D Point Clouds marios2019/CSN 2020
8 MID-Net 60.8 Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Microsoft/O-CNN 2020
9 FG-Net 58.2 FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling KangchengLiu/Feature-Geometric-Net-FG-Net 2020
10 closerlook3D 53.8 A Closer Look at Local Aggregation Operators in Point Cloud Analysis zeliu98/CloserLook3D 2020
11 DeepGCN 45.1 DeepGCNs: Making GCNs Go as Deep as CNNs lightaime/deep_gcns_torch · lightaime/deep_gcns_torch · lightaime/deep_gcns_torch · +1 2019
12 PartNet 43.2 PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding yangyanli/PointCNN · daerduoCarey/partnet_dataset · daerduoCarey/partnet_anno_system · +2 2018
13 CSN 62.1 Cross-Shape Attention for Part Segmentation of 3D Point Clouds marios2019/CSN 2020
14 MID-Net 60.8 Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Microsoft/O-CNN 2020
15 FG-Net 58.2 FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling KangchengLiu/Feature-Geometric-Net-FG-Net 2020
16 closerlook3D 53.8 A Closer Look at Local Aggregation Operators in Point Cloud Analysis zeliu98/CloserLook3D 2020
17 DeepGCN 45.1 DeepGCNs: Making GCNs Go as Deep as CNNs lightaime/deep_gcns_torch · lightaime/deep_gcns_torch · lightaime/deep_gcns_torch · +1 2019
18 PartNet 43.2 PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding yangyanli/PointCNN · daerduoCarey/partnet_dataset · daerduoCarey/partnet_anno_system · +2 2018
1–18 / 18 페이지당 10 20 50 100