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9.22k
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
GETAM(vitb-hybrid)
https://arxiv.org/abs/2112.02841v2
Mean IoU
72.3
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
Puzzle-CAM (ResNeSt-269)
https://arxiv.org/abs/2101.11253v4
Mean IoU
72.2
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
ADELE (DeepLabV1-ResNet38)
https://arxiv.org/abs/2110.03740v2
Mean IoU
72.0
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
EPS(DeepLabV1-ResNet101
https://arxiv.org/abs/2105.08965v1
Mean IoU
71.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
Infer-CAM(DeepLabV2-R101)
https://arxiv.org/abs/2110.14309v1
Mean IoU
71.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
SPML (DeepLabV2-R101)
https://arxiv.org/abs/2105.00957v2
Mean IoU
71.6
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
URN(Res2Net-101, no saliency, no RW)
https://arxiv.org/abs/2112.07431v1
Mean IoU
71.5
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
ISIM (ResNet-101)
https://arxiv.org/abs/2211.12455v2
Mean IoU
71.45
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
VWL-L (EMANet)
https://arxiv.org/abs/2202.04812v1
Mean IoU
71.1
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
ViT-PCM
https://arxiv.org/abs/2210.17400v1
Mean IoU
70.9
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
ACR-WSSS(DeepLabV2-ResNet101)
https://arxiv.org/abs/2308.04321v2
Mean IoU
70.9
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
EPS(DeepLabV2-ResNet101)
https://arxiv.org/abs/2105.08965v1
Mean IoU
70.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
URN(ScaleNet-101, no saliency, no RW)
https://arxiv.org/abs/2112.07431v1
Mean IoU
70.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
ICAM
https://arxiv.org/abs/2203.12459v3
Mean IoU
70.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
DRS (DeepLabV2-R101)
https://arxiv.org/abs/2103.07246v2
Mean IoU
70.7
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
VWL-L
https://arxiv.org/abs/2202.04812v1
Mean IoU
70.7
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
ClusterCAM
https://ieeexplore.ieee.org/abstract/document/10381698
Mean IoU
70.7
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
URN(ResNet-38, no saliency, no RW)
https://arxiv.org/abs/2112.07431v1
Mean IoU
70.6
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
AMN (DeepLabV2-ResNet101, MS-COCO-pretrained weights)
https://arxiv.org/abs/2203.16045v1
Mean IoU
70.6
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
RS+EPM (ResNet-50, single-stage)
https://arxiv.org/abs/2204.06754v4
Mean IoU
70.6
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
PMM(Res2Net101, no saliency, no RW)
https://arxiv.org/abs/2108.12995v2
Mean IoU
70.5
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
VWL-M
https://arxiv.org/abs/2202.04812v1
Mean IoU
70.4
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
W-OoD (WResNet-38)
https://arxiv.org/abs/2203.03860v1
Mean IoU
70.1
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
RIB+Sal (DeepLabV2-ResNet101)
https://arxiv.org/abs/2110.06530v1
Mean IoU
70.0
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
URN(ResNet-101, no saliency, no RW)
https://arxiv.org/abs/2112.07431v1
Mean IoU
69.7
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
SIPE (DeepLabV2-ResNet101, no saliency)
https://arxiv.org/abs/2203.02909v1
Mean IoU
69.7
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
AMN (DeepLabV2-ResNet101)
https://arxiv.org/abs/2203.16045v1
Mean IoU
69.6
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
SLRNet
https://arxiv.org/abs/2203.10278v1
Mean IoU
69.4
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
WSGCN (MS-COCO-pre-trained weights)
https://arxiv.org/abs/2103.16762v2
Mean IoU
69.3
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
PMM(ResNet38, no saliency, no RW)
https://arxiv.org/abs/2108.12995v2
Mean IoU
69.0
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
WSGCN (no Saliency map)
https://arxiv.org/abs/2103.16762v2
Mean IoU
68.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
RIB (DeepLabV2-ResNet101)
https://arxiv.org/abs/2110.06530v1
Mean IoU
68.6
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
GroupWSSS
https://arxiv.org/abs/2012.05007v1
Mean IoU
68.5
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
CPN
https://arxiv.org/abs/2108.03852v1
Mean IoU
68.5
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
Puzzle-CAM (ResNeSt-101)
https://arxiv.org/abs/2101.11253v4
Mean IoU
67.7
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
SLRNet(1-stage,ResNet38)
https://arxiv.org/abs/2203.10278v1
Mean IoU
67.6
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
LIID
https://ieeexplore.ieee.org/abstract/document/9193980
Mean IoU
67.5
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
SGAN
https://arxiv.org/abs/1910.05475v2
Mean IoU
67.2
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
IRNet (ResNet-50)
https://arxiv.org/abs/1904.05044v3
Mean IoU
64.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
PASCAL VOC 2012 test
EADER
https://arxiv.org/abs/2011.04626v1
Mean IoU
63.8
10-shot image generation > Semantic Segmentation > Weakly-Supervised Semantic Segmentation
ADE20K val
DHR (Swin-L, Mask2Former)
https://arxiv.org/abs/2404.00380v2
mIoU
32.9
10-shot image generation > Semantic Segmentation > Scene Segmentation
ScanNet
3DMV
http://arxiv.org/abs/1803.10409v1
Average Accuracy
75.0%
10-shot image generation > Semantic Segmentation > Scene Segmentation
ScanNet
PointNet++
http://arxiv.org/abs/1612.00593v2
Average Accuracy
60.2%
10-shot image generation > Semantic Segmentation > Scene Segmentation
ScanNet
KPConv
https://arxiv.org/abs/1904.08889v2
3DIoU
68.6
10-shot image generation > Semantic Segmentation > Scene Segmentation
MovieNet
NeighborNet
http://openaccess.thecvf.com//content/CVPR2024/html/Tan_Neighbor_Relations_Matter_in_Video_Scene_Detection_CVPR_2024_paper.html
AP
71.9
10-shot image generation > Semantic Segmentation > Scene Segmentation
MovieNet
TranS4mer
https://arxiv.org/abs/2212.14427v2
AP
60.78
10-shot image generation > Semantic Segmentation > Scene Segmentation
UAVid
UNetFormer
https://arxiv.org/abs/2109.08937v4
Category mIoU
67.8
10-shot image generation > Semantic Segmentation > Scene Segmentation
SUN-RGBD
ICM
http://openaccess.thecvf.com/content_CVPR_2019/html/Shi_Scene_Parsing_via_Integrated_Classification_Model_and_Variance-Based_Regularization_CVPR_2019_paper.html
Mean IoU
50.60
10-shot image generation > Semantic Segmentation > Scene Segmentation
SUN-RGBD
Index Network
https://arxiv.org/abs/1908.09895v2
Mean IoU
33.48
10-shot image generation > Semantic Segmentation > Scene Segmentation
SUN-RGBD
DeepLab-LargeFOV
http://arxiv.org/abs/1412.7062v4
Mean IoU
32.08
10-shot image generation > Semantic Segmentation > Scene Segmentation
SUN-RGBD
SegNet
http://arxiv.org/abs/1511.00561v3
Mean IoU
31.84
10-shot image generation > Semantic Segmentation > Scene Segmentation
SUN-RGBD
FCN
http://arxiv.org/abs/1605.06211v1
Mean IoU
27.39
10-shot image generation > Semantic Segmentation > Scene Segmentation
StreetHazards
Mask2Anomaly
https://arxiv.org/abs/2307.13316v1
Open-mIoU
59.8
10-shot image generation > Semantic Segmentation > Scene Segmentation
StreetHazards
LDN121-RPL
https://arxiv.org/abs/2211.14512v3
Open-mIoU
56.3
10-shot image generation > Semantic Segmentation > Scene Segmentation
StreetHazards
LDN121-DenseHybrid
https://arxiv.org/abs/2207.02606v1
Open-mIoU
45.8
10-shot image generation > Semantic Segmentation > Scene Segmentation
NYU Depth v2
Dilated FCN-2s RGB
http://arxiv.org/abs/1707.08254v3
Mean IoU
32.3%
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
SODA Dataset
FTNet
https://ieeexplore.ieee.org/abstract/document/9585453
mIOU
60.08
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
Noisy RS RGB-T Dataset
CMNeXt (B4)
https://arxiv.org/abs/2303.01480v1
mIoU
60.3
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
Noisy RS RGB-T Dataset
EAEFNet
https://arxiv.org/abs/2303.15710v1
mIoU
60.0
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
Noisy RS RGB-T Dataset
CMX (B4)
https://arxiv.org/abs/2203.04838v5
mIoU
56.1
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
Noisy RS RGB-T Dataset
SA-Gate
https://arxiv.org/abs/2007.09183v1
mIoU
54.0
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
Noisy RS RGB-T Dataset
RTFNet
https://ieeexplore.ieee.org/abstract/document/8666745
mIoU
48.5
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
Noisy RS RGB-T Dataset
MFNet
https://ieeexplore.ieee.org/abstract/document/8206396
mIoU
33.1
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
KP day-night
HAPNet
https://arxiv.org/abs/2404.03527v2
mIoU
57.6
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
KP day-night
CRM_RGBTSeg
https://arxiv.org/abs/2303.17386v2
mIoU
55.2
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
KP day-night
CMX
https://arxiv.org/abs/2203.04838v5
mIoU
46.2
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
KP day-night
RTFNet
https://ieeexplore.ieee.org/abstract/document/8666745
mIoU
28.7
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
KP day-night
MFNet
https://ieeexplore.ieee.org/abstract/document/8206396
mIoU
24.0
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
SHIFNet
https://arxiv.org/abs/2503.02581v1
mIoU
89.8
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
HAPNet
https://arxiv.org/abs/2404.03527v2
mIoU
89.0
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
CRM_RGBTSeg
https://arxiv.org/abs/2303.17386v2
mIoU
88
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
Sigma-small
https://arxiv.org/abs/2404.04256v2
mIoU
87.8
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
MMSFormer
https://arxiv.org/abs/2309.04001v4
mIoU
87.45
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
DPLNet
https://arxiv.org/abs/2312.00360v2
mIoU
86.7
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
CACFNet
https://ieeexplore.ieee.org/abstract/document/10251592
mIoU
86.56
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
EGFNet (ConvNeXt)
https://ieeexplore.ieee.org/abstract/document/10234530
mIoU
85.42
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
StitchFusion (RGB-T)
https://arxiv.org/abs/2408.01343v1
mIoU
85.35
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
CAINet (MobileNet-V2)
https://arxiv.org/abs/2401.01624v1
mIoU
84.74
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
UniRGB-IR
https://arxiv.org/abs/2404.17360v2
mIoU
82.8
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
SpiderMesh
https://arxiv.org/abs/2303.08692v2
mIoU
82.3
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
GEBNet
https://ieeexplore.ieee.org/abstract/document/9937048
mIoU
81.15
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
MTANet
https://ieeexplore.ieee.org/abstract/document/9749834
mIoU
78.60
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
EGFNet
https://arxiv.org/abs/2112.05144v1
mIoU
78.51
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
CSRPNet (ResNet-50)
https://arxiv.org/abs/2308.12534v1
mIoU
75.0
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
ACNet
https://arxiv.org/abs/1905.10089v1
mIoU
71.81
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
PSTNet
https://arxiv.org/abs/1909.10980v1
mIoU
68.4
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
RTFNet
https://ieeexplore.ieee.org/abstract/document/8666745
mIoU
57.6
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
MFNet
https://ieeexplore.ieee.org/abstract/document/8206396
mIoU
57.0
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
UNet
http://arxiv.org/abs/1505.04597v1
mIoU
52.8
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
PST900
Fast-SCNN
http://arxiv.org/abs/1902.04502v1
mIoU
47.2
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
RGB-T-Glass-Segmentation
https://arxiv.org/abs/2204.05453v4
MAE
0.024
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
CMX
https://arxiv.org/abs/2203.04838v5
MAE
0.029
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
ESANet
https://arxiv.org/abs/2011.06961v3
MAE
0.040
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
EBS
https://arxiv.org/abs/2112.13528v1
MAE
0.040
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
CLNet
https://arxiv.org/abs/2109.07246v2
MAE
0.041
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
SPNet
https://arxiv.org/abs/2108.08162v2
MAE
0.041
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
VST
https://arxiv.org/abs/2104.12099v2
MAE
0.044
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
RD3D
https://arxiv.org/abs/2101.10241v1
MAE
0.045
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
HDFNet
https://arxiv.org/abs/2007.06227v3
MAE
0.048
10-shot image generation > Semantic Segmentation > Scene Segmentation > Thermal Image Segmentation
RGB-T-Glass-Segmentation
UTA
https://arxiv.org/abs/2109.03425v1
MAE
0.052