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9.22k
10-shot image generation > Semantic Segmentation
S3DIS Area5
GeomGCNN
https://arxiv.org/abs/2103.15226v1
oAcc
89.4
10-shot image generation > Semantic Segmentation
S3DIS Area5
Superpoint Transformer
https://arxiv.org/abs/2306.08045v2
mIoU
68.9
10-shot image generation > Semantic Segmentation
S3DIS Area5
Superpoint Transformer
https://arxiv.org/abs/2306.08045v2
oAcc
89.5
10-shot image generation > Semantic Segmentation
S3DIS Area5
Superpoint Transformer
https://arxiv.org/abs/2306.08045v2
mAcc
77.3
10-shot image generation > Semantic Segmentation
S3DIS Area5
Superpoint Transformer
https://arxiv.org/abs/2306.08045v2
Number of params
212K
10-shot image generation > Semantic Segmentation
S3DIS Area5
RepSurf-U
https://arxiv.org/abs/2205.05740v2
mIoU
68.9
10-shot image generation > Semantic Segmentation
S3DIS Area5
RepSurf-U
https://arxiv.org/abs/2205.05740v2
oAcc
90.2
10-shot image generation > Semantic Segmentation
S3DIS Area5
RepSurf-U
https://arxiv.org/abs/2205.05740v2
mAcc
76.0
10-shot image generation > Semantic Segmentation
S3DIS Area5
RepSurf-U
https://arxiv.org/abs/2205.05740v2
Number of params
0.97M
10-shot image generation > Semantic Segmentation
S3DIS Area5
RepSurf-U
https://arxiv.org/abs/2205.05740v2
FLOPs
1.04G
10-shot image generation > Semantic Segmentation
S3DIS Area5
CGA-Net
http://openaccess.thecvf.com//content/CVPR2021/html/Lu_CGA-Net_Category_Guided_Aggregation_for_Point_Cloud_Semantic_Segmentation_CVPR_2021_paper.html
mIoU
68.6
10-shot image generation > Semantic Segmentation
S3DIS Area5
CGA-Net
http://openaccess.thecvf.com//content/CVPR2021/html/Lu_CGA-Net_Category_Guided_Aggregation_for_Point_Cloud_Semantic_Segmentation_CVPR_2021_paper.html
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
mIoU
68.1
10-shot image generation > Semantic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
Number of params
0.21
10-shot image generation > Semantic Segmentation
S3DIS Area5
MKConv
https://arxiv.org/abs/2107.12655v3
mIoU
67.7
10-shot image generation > Semantic Segmentation
S3DIS Area5
MKConv
https://arxiv.org/abs/2107.12655v3
oAcc
89.6
10-shot image generation > Semantic Segmentation
S3DIS Area5
MKConv
https://arxiv.org/abs/2107.12655v3
mAcc
75.1
10-shot image generation > Semantic Segmentation
S3DIS Area5
PatchFormer
https://arxiv.org/abs/2111.00207v3
mIoU
67.3
10-shot image generation > Semantic Segmentation
S3DIS Area5
PatchFormer
https://arxiv.org/abs/2111.00207v3
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
FusionNet
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4736_ECCV_2020_paper.php
mIoU
67.2
10-shot image generation > Semantic Segmentation
S3DIS Area5
FusionNet
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4736_ECCV_2020_paper.php
mAcc
72.3
10-shot image generation > Semantic Segmentation
S3DIS Area5
FusionNet
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4736_ECCV_2020_paper.php
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
KPConv
https://arxiv.org/abs/1904.08889v2
mIoU
67.1
10-shot image generation > Semantic Segmentation
S3DIS Area5
KPConv
https://arxiv.org/abs/1904.08889v2
mAcc
72.8
10-shot image generation > Semantic Segmentation
S3DIS Area5
KPConv
https://arxiv.org/abs/1904.08889v2
Number of params
14.1M
10-shot image generation > Semantic Segmentation
S3DIS Area5
ASSANet
https://arxiv.org/abs/2110.10538v2
mIoU
66.8
10-shot image generation > Semantic Segmentation
S3DIS Area5
ASSANet
https://arxiv.org/abs/2110.10538v2
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
BAAF-Net
https://arxiv.org/abs/2103.07074v2
mIoU
65.4
10-shot image generation > Semantic Segmentation
S3DIS Area5
BAAF-Net
https://arxiv.org/abs/2103.07074v2
oAcc
88.9
10-shot image generation > Semantic Segmentation
S3DIS Area5
BAAF-Net
https://arxiv.org/abs/2103.07074v2
mAcc
73.1
10-shot image generation > Semantic Segmentation
S3DIS Area5
BAAF-Net
https://arxiv.org/abs/2103.07074v2
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
MinkowskiNet
https://arxiv.org/abs/1904.08755v4
mIoU
65.4
10-shot image generation > Semantic Segmentation
S3DIS Area5
MinkowskiNet
https://arxiv.org/abs/1904.08755v4
mAcc
71.7
10-shot image generation > Semantic Segmentation
S3DIS Area5
MinkowskiNet
https://arxiv.org/abs/1904.08755v4
Number of params
37.9M
10-shot image generation > Semantic Segmentation
S3DIS Area5
VMVF
https://arxiv.org/abs/2007.13138v1
mIoU
65.38
10-shot image generation > Semantic Segmentation
S3DIS Area5
VMVF
https://arxiv.org/abs/2007.13138v1
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
SCF-Net
http://openaccess.thecvf.com//content/CVPR2021/html/Fan_SCF-Net_Learning_Spatial_Contextual_Features_for_Large-Scale_Point_Cloud_Segmentation_CVPR_2021_paper.html
mIoU
63.7
10-shot image generation > Semantic Segmentation
S3DIS Area5
SCF-Net
http://openaccess.thecvf.com//content/CVPR2021/html/Fan_SCF-Net_Learning_Spatial_Contextual_Features_for_Large-Scale_Point_Cloud_Segmentation_CVPR_2021_paper.html
oAcc
87.2
10-shot image generation > Semantic Segmentation
S3DIS Area5
SCF-Net
http://openaccess.thecvf.com//content/CVPR2021/html/Fan_SCF-Net_Learning_Spatial_Contextual_Features_for_Large-Scale_Point_Cloud_Segmentation_CVPR_2021_paper.html
mAcc
71.8
10-shot image generation > Semantic Segmentation
S3DIS Area5
SCF-Net
http://openaccess.thecvf.com//content/CVPR2021/html/Fan_SCF-Net_Learning_Spatial_Contextual_Features_for_Large-Scale_Point_Cloud_Segmentation_CVPR_2021_paper.html
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
MuG-Net
https://arxiv.org/abs/2009.08924?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+arxiv%252FQSXk+%2528ExcitingAds%2521+cs+updates+on+arXiv.org%2529
mIoU
63.5
10-shot image generation > Semantic Segmentation
S3DIS Area5
MuG-Net
https://arxiv.org/abs/2009.08924?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+arxiv%252FQSXk+%2528ExcitingAds%2521+cs+updates+on+arXiv.org%2529
oAcc
88.1
10-shot image generation > Semantic Segmentation
S3DIS Area5
MuG-Net
https://arxiv.org/abs/2009.08924?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+arxiv%252FQSXk+%2528ExcitingAds%2521+cs+updates+on+arXiv.org%2529
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
HPEIN
https://arxiv.org/abs/1909.10469v1
mIoU
61.85
10-shot image generation > Semantic Segmentation
S3DIS Area5
HPEIN
https://arxiv.org/abs/1909.10469v1
oAcc
87.18
10-shot image generation > Semantic Segmentation
S3DIS Area5
HPEIN
https://arxiv.org/abs/1909.10469v1
mAcc
68.3
10-shot image generation > Semantic Segmentation
S3DIS Area5
HPEIN
https://arxiv.org/abs/1909.10469v1
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
SSP+SPG
http://arxiv.org/abs/1904.02113v1
mIoU
61.7
10-shot image generation > Semantic Segmentation
S3DIS Area5
SSP+SPG
http://arxiv.org/abs/1904.02113v1
oAcc
87.9
10-shot image generation > Semantic Segmentation
S3DIS Area5
SSP+SPG
http://arxiv.org/abs/1904.02113v1
mAcc
68.2
10-shot image generation > Semantic Segmentation
S3DIS Area5
SSP+SPG
http://arxiv.org/abs/1904.02113v1
Number of params
290K
10-shot image generation > Semantic Segmentation
S3DIS Area5
DPC
https://arxiv.org/abs/1907.12046v3
mIoU
61.28
10-shot image generation > Semantic Segmentation
S3DIS Area5
DPC
https://arxiv.org/abs/1907.12046v3
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
SPG
http://arxiv.org/abs/1711.09869v2
mIoU
58.04
10-shot image generation > Semantic Segmentation
S3DIS Area5
SPG
http://arxiv.org/abs/1711.09869v2
oAcc
86.38
10-shot image generation > Semantic Segmentation
S3DIS Area5
SPG
http://arxiv.org/abs/1711.09869v2
mAcc
66.5
10-shot image generation > Semantic Segmentation
S3DIS Area5
SPG
http://arxiv.org/abs/1711.09869v2
Number of params
280K
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointCNN
https://arxiv.org/abs/2012.09164v2
mIoU
57.3
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointCNN
https://arxiv.org/abs/2012.09164v2
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
DeepGCN
https://arxiv.org/abs/1910.06849v3
mIoU
52.49
10-shot image generation > Semantic Segmentation
S3DIS Area5
DeepGCN
https://arxiv.org/abs/1910.06849v3
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
SegCloud
http://arxiv.org/abs/1710.07563v1
mIoU
48.9
10-shot image generation > Semantic Segmentation
S3DIS Area5
SegCloud
http://arxiv.org/abs/1710.07563v1
mAcc
57.4
10-shot image generation > Semantic Segmentation
S3DIS Area5
SegCloud
http://arxiv.org/abs/1710.07563v1
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointNet
https://arxiv.org/abs/2012.09164v2
mIoU
41.1
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointNet
https://arxiv.org/abs/2012.09164v2
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
PCCN
https://arxiv.org/abs/2101.06742v1
mAcc
67.0
10-shot image generation > Semantic Segmentation
S3DIS Area5
PCCN
https://arxiv.org/abs/2101.06742v1
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
TangentConv
http://arxiv.org/abs/1807.02443v1
mAcc
62.2
10-shot image generation > Semantic Segmentation
S3DIS Area5
TangentConv
http://arxiv.org/abs/1807.02443v1
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointNet
http://arxiv.org/abs/1612.00593v2
mAcc
49.0
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointNet
http://arxiv.org/abs/1612.00593v2
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointWeb
http://openaccess.thecvf.com/content_CVPR_2019/html/Zhao_PointWeb_Enhancing_Local_Neighborhood_Features_for_Point_Cloud_Processing_CVPR_2019_paper.html
oAcc
87.0
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointWeb
http://openaccess.thecvf.com/content_CVPR_2019/html/Zhao_PointWeb_Enhancing_Local_Neighborhood_Features_for_Point_Cloud_Processing_CVPR_2019_paper.html
Number of params
null
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointCNN
http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points
oAcc
85.9
10-shot image generation > Semantic Segmentation
S3DIS Area5
PointCNN
http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points
Number of params
null
10-shot image generation > Semantic Segmentation
Potsdam
LMFNet-3
https://arxiv.org/abs/2404.13659v1
mIoU
86.39
10-shot image generation > Semantic Segmentation
Potsdam
CMX
https://arxiv.org/abs/2203.04838v5
mIoU
85.97
10-shot image generation > Semantic Segmentation
Potsdam
LMFNet-2
https://arxiv.org/abs/2404.13659v1
mIoU
85.51
10-shot image generation > Semantic Segmentation
Potsdam
UnetFormer
https://arxiv.org/abs/2109.08937v4
mIoU
85.18
10-shot image generation > Semantic Segmentation
Potsdam
SegFormer-B2
https://arxiv.org/abs/2105.15203v3
mIoU
84.65
10-shot image generation > Semantic Segmentation
Potsdam
SegFormer-B1
https://arxiv.org/abs/2105.15203v3
mIoU
84.37
10-shot image generation > Semantic Segmentation
Potsdam
V-FuseNet
http://arxiv.org/abs/1711.08681v1
mIoU
84.36
10-shot image generation > Semantic Segmentation
Potsdam
SA-Gate
https://arxiv.org/abs/2007.09183v1
mIoU
84.28
10-shot image generation > Semantic Segmentation
Potsdam
SegFormer-B0
https://arxiv.org/abs/2105.15203v3
mIoU
83.67
10-shot image generation > Semantic Segmentation
Potsdam
FPN
http://arxiv.org/abs/1612.03144v2
mIoU
82.99
10-shot image generation > Semantic Segmentation
Potsdam
PSPNet
http://arxiv.org/abs/1612.01105v2
mIoU
82.98
10-shot image generation > Semantic Segmentation
SynPASS
Trans4PASS+
https://arxiv.org/abs/2207.11860v5
mIoU
39.16%
10-shot image generation > Semantic Segmentation
SynPASS
Trans4PASS
https://arxiv.org/abs/2203.01452v2
mIoU
38.57%
10-shot image generation > Semantic Segmentation
SynPASS
SegFomrer
https://arxiv.org/abs/2105.15203v3
mIoU
37.24%
10-shot image generation > Semantic Segmentation
SynPASS
PVT
https://arxiv.org/abs/2102.12122v2
mIoU
32.68%
10-shot image generation > Semantic Segmentation
SynPASS
DeepLabv3+
http://arxiv.org/abs/1802.02611v3
mIoU
29.66%
10-shot image generation > Semantic Segmentation
SynPASS
Fast-SCNN
http://arxiv.org/abs/1902.04502v1
mIoU
21.30%
10-shot image generation > Semantic Segmentation
TLCGIS
SA-Gate
https://arxiv.org/abs/2007.09183v1
IoU
84.20
10-shot image generation > Semantic Segmentation
TLCGIS
CMX
https://arxiv.org/abs/2203.04838v5
IoU
84.14
10-shot image generation > Semantic Segmentation
TLCGIS
CMMPNet
https://arxiv.org/abs/2111.15119v3
IoU
83.10
10-shot image generation > Semantic Segmentation
TLCGIS
CMNeXt
https://arxiv.org/abs/2303.01480v1
IoU
82.26
10-shot image generation > Semantic Segmentation
TLCGIS
DeepDualMapper
https://arxiv.org/abs/2002.06832v1
IoU
81.10
10-shot image generation > Semantic Segmentation
TLCGIS
SegNet
http://arxiv.org/abs/1511.00561v3
IoU
77.80
10-shot image generation > Semantic Segmentation
Forward-Looking Sonar Marine Debris Datasets
Unet+RN34
https://arxiv.org/abs/2108.06800v1
mIOU
0.7481