|
PointMetaBase-XXL
|
Meta Architecture for Point Cloud Analysis
|
91.30
|
2022-11-26
|
|
|
Sonata + PTv3
|
Sonata: Self-Supervised Learning of Reliable Poin…
|
89.90
|
2025-03-20
|
|
|
ConvPoint
|
ConvPoint: Continuous Convolutions for Point Clou…
|
88.80
|
2019-04-04
|
|
|
MuGNet
|
Multi-Resolution Graph Neural Network for Large-S…
|
88.50
|
2020-11-16
|
|
|
PointCNN
|
A-CNN: Annularly Convolutional Neural Networks on…
|
88.10
|
2019-04-16
|
|
|
Swin3D-L
|
Swin3D: A Pretrained Transformer Backbone for 3D …
|
88.00
|
2023-04-14
|
|
|
PTv3 + PPT
|
Point Transformer V3: Simpler, Faster, Stronger
|
87.70
|
2023-12-15
|
|
|
A-CNN
|
A-CNN: Annularly Convolutional Neural Networks on…
|
87.30
|
2019-04-16
|
|
|
3P-RNN
|
A-CNN: Annularly Convolutional Neural Networks on…
|
86.90
|
2019-04-16
|
|
|
PonderV2 + SparseUNet
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PonderV2: Pave the Way for 3D Foundation Model wi…
|
86.50
|
2023-10-12
|
|
|
PointVector-XL
|
PointVector: A Vector Representation In Point Clo…
|
86.10
|
2022-05-21
|
|
|
DeepGCN
|
DeepGCNs: Making GCNs Go as Deep as CNNs
|
85.90
|
2019-10-15
|
|
|
WindowNorm+StratifiedTransformer
|
Window Normalization: Enhancing Point Cloud Under…
|
85.80
|
2022-12-05
|
|
|
SPGraph
|
A-CNN: Annularly Convolutional Neural Networks on…
|
85.50
|
2019-04-16
|
|
|
PPT + SparseUNet
|
Towards Large-scale 3D Representation Learning wi…
|
85.40
|
2023-08-18
|
|
|
DeepViewAgg
|
Learning Multi-View Aggregation In the Wild for L…
|
83.80
|
2022-04-15
|
|
|
BAAF-Net
|
Semantic Segmentation for Real Point Cloud Scenes…
|
83.10
|
2021-03-12
|
|
|
PointNeXt-XL
|
PointNeXt: Revisiting PointNet++ with Improved Tr…
|
83.00
|
2022-06-09
|
|
|
Feature Geometric Net (FG-Net)
|
FG-Net: Fast Large-Scale LiDAR Point Clouds Under…
|
82.90
|
2020-12-17
|
|
|
RepSurf-U
|
Surface Representation for Point Clouds
|
82.60
|
2022-05-11
|
|
|
WindowNorm+PointTransformer
|
Window Normalization: Enhancing Point Cloud Under…
|
82.50
|
2022-12-05
|
|
|
PointNeXt-L
|
PointNeXt: Revisiting PointNet++ with Improved Tr…
|
82.20
|
2022-06-09
|
|
|
PointTransformer
|
Point Transformer
|
81.90
|
2020-12-16
|
|
|
CBL
|
Contrastive Boundary Learning for Point Cloud Seg…
|
79.40
|
2022-03-10
|
|
|
KPConv
|
KPConv: Flexible and Deformable Convolution for P…
|
79.10
|
2019-04-18
|
|
|
PointASNL
|
PointASNL: Robust Point Clouds Processing using N…
|
79.00
|
2020-03-01
|
|
|
PointNet
|
A-CNN: Annularly Convolutional Neural Networks on…
|
78.50
|
2019-04-16
|
|
|
SSP+SPG
|
Point Cloud Oversegmentation with Graph-Structure…
|
78.30
|
2019-04-03
|
|
|
EQ-Net
|
A Unified Query-based Paradigm for Point Cloud Un…
|
77.50
|
2022-03-02
|
|
|
Superpoint Transformer
|
Efficient 3D Semantic Segmentation with Superpoin…
|
76.00
|
2023-06-13
|
|
|
SuperCluster
|
Scalable 3D Panoptic Segmentation As Superpoint G…
|
75.30
|
2024-01-12
|
|
|
SPG
|
Large-scale Point Cloud Semantic Segmentation wit…
|
73.00
|
2017-11-27
|
|
|
JSNet
|
JSNet: Joint Instance and Semantic Segmentation o…
|
71.70
|
2019-12-20
|
|
|
DSPoint
|
DSPoint: Dual-scale Point Cloud Recognition with …
|
70.90
|
2021-11-19
|
|
|
RPNet
|
Learning Inner-Group Relations on Point Clouds
|
70.80
|
2021-08-27
|
|
|
KPConv
|
Point Transformer
|
70.60
|
2020-12-16
|
|
|
FastPointTrans. (small)
|
Fast Point Transformer
|
70.30
|
2021-12-09
|
|
|
RandLA-Net
|
RandLA-Net: Efficient Semantic Segmentation of La…
|
68.50
|
2019-11-25
|
|
|
FKAConv
|
FKAConv: Feature-Kernel Alignment for Point Cloud…
|
68.40
|
2020-04-09
|
|
|
JSENet
|
JSENet: Joint Semantic Segmentation and Edge Dete…
|
67.70
|
2020-07-14
|
|
|
CT2
|
Cloud Transformers: A Universal Approach To Point…
|
67.40
|
2020-07-22
|
|
|
ShellNet
|
ShellNet: Efficient Point Cloud Convolutional Neu…
|
66.80
|
2019-08-17
|
|
|
RSNet
|
Recurrent Slice Networks for 3D Segmentation of P…
|
66.50
|
2018-02-13
|
|
|
PointNet
|
PointNet: Deep Learning on Point Sets for 3D Clas…
|
66.20
|
2016-12-02
|
|
|
PointCNN
|
Point Transformer
|
65.40
|
2020-12-16
|
|
|
MinkowskiNet
|
4D Spatio-Temporal ConvNets: Minkowski Convolutio…
|
65.40
|
2019-04-18
|
|
|
SPGraph
|
Point Transformer
|
62.10
|
2020-12-16
|
|
|
ASIS
|
Associatively Segmenting Instances and Semantics …
|
59.30
|
2019-02-26
|
|
|
SMS
|
Self-supervised Point Cloud Representation Learni…
|
51.74
|
2021-09-01
|
|
|
PointNet
|
Point Transformer
|
47.60
|
2020-12-16
|
|