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9.22k
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
AVS-Net
https://arxiv.org/abs/2402.17521v3
Instance Average IoU
87.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SPoTr
https://arxiv.org/abs/2303.16450v1
Class Average IoU
85.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SPoTr
https://arxiv.org/abs/2303.16450v1
Instance Average IoU
87.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointNeXt
https://arxiv.org/abs/2206.04670v2
Class Average IoU
85.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointNeXt
https://arxiv.org/abs/2206.04670v2
Instance Average IoU
87.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Diffusion Unit
https://arxiv.org/abs/2209.09483v3
Class Average IoU
85.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Diffusion Unit
https://arxiv.org/abs/2209.09483v3
Instance Average IoU
87.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
CurveNet+GAM
http://arxiv.org/abs/1505.07110v2
Instance Average IoU
87.0
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
AGCN
https://www.bmvc2021-virtualconference.com/assets/papers/1545.pdf
Class Average IoU
85.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
AGCN
https://www.bmvc2021-virtualconference.com/assets/papers/1545.pdf
Instance Average IoU
86.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointMLP+TAP
https://arxiv.org/abs/2307.14971v2
Class Average IoU
85.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointMLP+TAP
https://arxiv.org/abs/2307.14971v2
Instance Average IoU
86.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DeltaConv (U-ResNet)
https://arxiv.org/abs/2111.08799v5
Instance Average IoU
86.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointVector-S(C=64)
https://arxiv.org/abs/2205.10528v3
Instance Average IoU
86.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
OTMae3D
https://ieeexplore.ieee.org/document/10815033
Class Average IoU
85.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
OTMae3D
https://ieeexplore.ieee.org/document/10815033
Instance Average IoU
86.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Spherical Kernel
https://arxiv.org/abs/1909.09287v2
Class Average IoU
84.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Spherical Kernel
https://arxiv.org/abs/1909.09287v2
Instance Average IoU
86.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Ps-CNN
http://arxiv.org/abs/1903.00343v1
Class Average IoU
83.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Ps-CNN
http://arxiv.org/abs/1903.00343v1
Instance Average IoU
86.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
CurveNet
https://arxiv.org/abs/2105.01288v2
Instance Average IoU
86.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
MKConv
https://arxiv.org/abs/2107.12655v3
Instance Average IoU
86.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Feature Geometric Net (FG-Net)
https://arxiv.org/abs/2012.09439v2
Class Average IoU
87.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Feature Geometric Net (FG-Net)
https://arxiv.org/abs/2012.09439v2
Instance Average IoU
86.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointGPT
null
Class Average IoU
84.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointGPT
null
Instance Average IoU
86.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointTransformer
https://arxiv.org/abs/2012.09164v2
Class Average IoU
83.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointTransformer
https://arxiv.org/abs/2012.09164v2
Instance Average IoU
86.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DeltaNet
https://arxiv.org/abs/2111.08799v5
Instance Average IoU
86.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
GDANet
https://arxiv.org/abs/2012.10921v3
Class Average IoU
85.0
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
GDANet
https://arxiv.org/abs/2012.10921v3
Instance Average IoU
86.5
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
ODFNet
https://arxiv.org/abs/2012.04708v2
Class Average IoU
83.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
ODFNet
https://arxiv.org/abs/2012.04708v2
Instance Average IoU
86.5
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Point Voxel Transformer
https://arxiv.org/abs/2108.06076v4
Instance Average IoU
86.5
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
P2P
https://arxiv.org/abs/2208.02812v2
Instance Average IoU
86.5
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
KPConv
https://arxiv.org/abs/1904.08889v2
Class Average IoU
85.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
KPConv
https://arxiv.org/abs/1904.08889v2
Instance Average IoU
86.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DensePoint
https://arxiv.org/abs/1909.03669v1
Class Average IoU
84.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DensePoint
https://arxiv.org/abs/1909.03669v1
Instance Average IoU
86.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DRNet
https://arxiv.org/abs/2005.06734v2
Class Average IoU
83.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DRNet
https://arxiv.org/abs/2005.06734v2
Instance Average IoU
86.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointGrid
http://openaccess.thecvf.com/content_cvpr_2018/html/Le_PointGrid_A_Deep_CVPR_2018_paper.html
Class Average IoU
82.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointGrid
http://openaccess.thecvf.com/content_cvpr_2018/html/Le_PointGrid_A_Deep_CVPR_2018_paper.html
Instance Average IoU
86.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Point Cloud Transformer
https://arxiv.org/abs/2012.09688v4
Instance Average IoU
86.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
point2vec
https://arxiv.org/abs/2303.16570v2
Class Average IoU
84.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
point2vec
https://arxiv.org/abs/2303.16570v2
Instance Average IoU
86.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
InterpCNN
https://arxiv.org/abs/1908.04512v1
Class Average IoU
84.0
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
InterpCNN
https://arxiv.org/abs/1908.04512v1
Instance Average IoU
86.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PVCNN volumetric
https://arxiv.org/abs/1907.03739v2
Instance Average IoU
86.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
RS-CNN
https://arxiv.org/abs/1904.07601v3
Instance Average IoU
86.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Ours
https://arxiv.org/abs/2304.14124v1
Instance Average IoU
86.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointCNN
http://arxiv.org/abs/1801.07791v5
Class Average IoU
84.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointCNN
http://arxiv.org/abs/1801.07791v5
Instance Average IoU
86.14
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
ASSANet
https://arxiv.org/abs/2110.10538v2
Instance Average IoU
86.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SSCN
http://arxiv.org/abs/1706.01307v1
Instance Average IoU
86.0
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Point Transformer
https://arxiv.org/abs/2011.00931v2
Instance Average IoU
85.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DSPoint
https://arxiv.org/abs/2111.10332v4
Class Average IoU
83.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DSPoint
https://arxiv.org/abs/2111.10332v4
Instance Average IoU
85.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
APES (global_based downsample)
https://arxiv.org/abs/2302.14673v2
Class Average IoU
83.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
APES (global_based downsample)
https://arxiv.org/abs/2302.14673v2
Instance Average IoU
85.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
ConvPoint
https://arxiv.org/abs/1904.02375v5
Class Average IoU
83.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
ConvPoint
https://arxiv.org/abs/1904.02375v5
Instance Average IoU
85.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SGPN
https://arxiv.org/abs/1711.08588v2
Instance Average IoU
85.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointConv
https://arxiv.org/abs/1811.07246v3
Class Average IoU
82.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointConv
https://arxiv.org/abs/1811.07246v3
Instance Average IoU
85.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointNet++ + SageMix
https://arxiv.org/abs/2210.06944v1
Instance Average IoU
85.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
APES (local_based downsample)
https://arxiv.org/abs/2302.14673v2
Class Average IoU
83.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
APES (local_based downsample)
https://arxiv.org/abs/2302.14673v2
Instance Average IoU
85.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DGCNN + MD
https://arxiv.org/abs/2109.00452v3
Instance Average IoU
85.5
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SFCNN
http://openaccess.thecvf.com/content_CVPR_2019/html/Rao_Spherical_Fractal_Convolutional_Neural_Networks_for_Point_Cloud_Recognition_CVPR_2019_paper.html
Class Average IoU
82.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SFCNN
http://openaccess.thecvf.com/content_CVPR_2019/html/Rao_Spherical_Fractal_Convolutional_Neural_Networks_for_Point_Cloud_Recognition_CVPR_2019_paper.html
Instance Average IoU
85.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DGCNN + SageMix
https://arxiv.org/abs/2210.06944v1
Instance Average IoU
85.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SpiderCNN
http://arxiv.org/abs/1803.11527v3
Class Average IoU
82.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SpiderCNN
http://arxiv.org/abs/1803.11527v3
Instance Average IoU
85.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SRN
http://openaccess.thecvf.com/content_CVPR_2019/html/Duan_Structural_Relational_Reasoning_of_Point_Clouds_CVPR_2019_paper.html
Class Average IoU
82.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SRN
http://openaccess.thecvf.com/content_CVPR_2019/html/Duan_Structural_Relational_Reasoning_of_Point_Clouds_CVPR_2019_paper.html
Instance Average IoU
85.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
DGCNN
https://arxiv.org/abs/1801.07829v2
Instance Average IoU
85.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
P2Sequence
http://arxiv.org/abs/1811.02565v2
Instance Average IoU
85.2
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Point-PlaneNet
https://www.sciencedirect.com/science/article/abs/pii/S1051200419301873
Class Average IoU
82.5
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Point-PlaneNet
https://www.sciencedirect.com/science/article/abs/pii/S1051200419301873
Instance Average IoU
85.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
3D-GCN
http://openaccess.thecvf.com/content_CVPR_2020/html/Lin_Convolution_in_the_Cloud_Learning_Deformable_Kernels_in_3D_Graph_CVPR_2020_paper.html
Class Average IoU
82.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
3D-GCN
http://openaccess.thecvf.com/content_CVPR_2020/html/Lin_Convolution_in_the_Cloud_Learning_Deformable_Kernels_in_3D_Graph_CVPR_2020_paper.html
Instance Average IoU
85.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointNet++
http://arxiv.org/abs/1706.02413v1
Class Average IoU
81.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointNet++
http://arxiv.org/abs/1706.02413v1
Instance Average IoU
85.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
3D-JEPA
https://arxiv.org/abs/2409.15803v1
Class Average IoU
86.41
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
3D-JEPA
https://arxiv.org/abs/2409.15803v1
Instance Average IoU
84.93
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SO-Net
http://arxiv.org/abs/1803.04249v4
Instance Average IoU
84.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SSCNN
http://arxiv.org/abs/1612.00606v1
Class Average IoU
82.0
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SSCNN
http://arxiv.org/abs/1612.00606v1
Instance Average IoU
84.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SPLATNet 3D
http://arxiv.org/abs/1802.08275v4
Class Average IoU
82.0
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
SPLATNet 3D
http://arxiv.org/abs/1802.08275v4
Instance Average IoU
84.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
3D-UNet [Cicek:2016un]
http://arxiv.org/abs/1606.06650v1
Instance Average IoU
84.6
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
3DmFV-Net
http://arxiv.org/abs/1711.08241v1
Instance Average IoU
84.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Point-JEPA
https://arxiv.org/abs/2404.16432v5
Class Average IoU
85.8
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Point-JEPA
https://arxiv.org/abs/2404.16432v5
Instance Average IoU
83.9
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PointNet
http://arxiv.org/abs/1612.00593v2
Instance Average IoU
83.7
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Kd-net
http://arxiv.org/abs/1704.01222v2
Class Average IoU
77.4
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
Kd-net
http://arxiv.org/abs/1704.01222v2
Instance Average IoU
82.3
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
AdaCrossNet
https://inass.org/wp-content/uploads/2024/10/2025022911-2.pdf
Class Average IoU
85.1
10-shot image generation > Semantic Segmentation > 3D Part Segmentation
ShapeNet-Part
PartNet
https://arxiv.org/abs/1903.00709v5
Class Average IoU
84.1