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9.22k
10-shot image generation > Semantic Segmentation > Crack Segmentation
CrackVision12K
SegFormer
https://arxiv.org/abs/2105.15203v3
mIoU
0.57969
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet)
https://arxiv.org/abs/2302.12491v3
IoU_max
0.573
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet)
https://arxiv.org/abs/2302.12491v3
Average IOU
0.552
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet)
https://arxiv.org/abs/2302.12491v3
AHD95
22.52
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet)
https://arxiv.org/abs/2302.12491v3
HD95_min
20.92
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW)
https://arxiv.org/abs/2302.12491v3
IoU_max
0.573
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW)
https://arxiv.org/abs/2302.12491v3
Average IOU
0.551
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW)
https://arxiv.org/abs/2302.12491v3
AHD95
21.70
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW)
https://arxiv.org/abs/2302.12491v3
HD95_min
18.73
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSSR (w/ PSPNet)
https://ieeexplore.ieee.org/abstract/document/9511400
IoU_max
0.557
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSSR (w/ PSPNet)
https://ieeexplore.ieee.org/abstract/document/9511400
Average IOU
0.539
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSSR (w/ PSPNet)
https://ieeexplore.ieee.org/abstract/document/9511400
AHD95
24.74
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSSR (w/ PSPNet)
https://ieeexplore.ieee.org/abstract/document/9511400
HD95_min
21.20
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ HRNet+OCR)
https://arxiv.org/abs/2302.12491v3
IoU_max
0.553
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ HRNet+OCR)
https://arxiv.org/abs/2302.12491v3
Average IOU
0.534
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ HRNet+OCR)
https://arxiv.org/abs/2302.12491v3
AHD95
20.29
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ HRNet+OCR)
https://arxiv.org/abs/2302.12491v3
HD95_min
17.54
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW+BlurSkip)
https://arxiv.org/abs/2302.12491v3
IoU_max
0.550
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW+BlurSkip)
https://arxiv.org/abs/2302.12491v3
Average IOU
0.528
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW+BlurSkip)
https://arxiv.org/abs/2302.12491v3
AHD95
19.10
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
CSBSR (w/ PSPNet+FOW+BlurSkip)
https://arxiv.org/abs/2302.12491v3
HD95_min
18.06
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
DSRL
http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_Dual_Super-Resolution_Learning_for_Semantic_Segmentation_CVPR_2020_paper.html
IoU_max
0.391
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
DSRL
http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_Dual_Super-Resolution_Learning_for_Semantic_Segmentation_CVPR_2020_paper.html
Average IOU
0.285
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
DSRL
http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_Dual_Super-Resolution_Learning_for_Semantic_Segmentation_CVPR_2020_paper.html
AHD95
148.97
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
DSRL
http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_Dual_Super-Resolution_Learning_for_Semantic_Segmentation_CVPR_2020_paper.html
HD95_min
44.23
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
SrcNet
https://journals.sagepub.com/doi/abs/10.1177/1475921720917227?journalCode=shma
IoU_max
0.368
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
SrcNet
https://journals.sagepub.com/doi/abs/10.1177/1475921720917227?journalCode=shma
Average IOU
0.320
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
SrcNet
https://journals.sagepub.com/doi/abs/10.1177/1475921720917227?journalCode=shma
AHD95
130.47
10-shot image generation > Semantic Segmentation > Crack Segmentation
khanhha's dataset - 4x upscaling (blind)
SrcNet
https://journals.sagepub.com/doi/abs/10.1177/1475921720917227?journalCode=shma
HD95_min
95.16
10-shot image generation > Semantic Segmentation > One-Shot Segmentation
Cluttered Omniglot
MaskNet
http://arxiv.org/abs/1803.09597v2
IoU [32 distractors]
65.6
10-shot image generation > Semantic Segmentation > One-Shot Segmentation
Cluttered Omniglot
MaskNet
http://arxiv.org/abs/1803.09597v2
IoU [4 distractors]
95.8
10-shot image generation > Semantic Segmentation > One-Shot Segmentation
Cluttered Omniglot
MaskNet
http://arxiv.org/abs/1803.09597v2
IoU [256 distractors]
43.7
10-shot image generation > Semantic Segmentation > One-Shot Segmentation
Cluttered Omniglot
Siamese-U-Net
http://arxiv.org/abs/1803.09597v2
IoU [32 distractors]
62.4
10-shot image generation > Semantic Segmentation > One-Shot Segmentation
Cluttered Omniglot
Siamese-U-Net
http://arxiv.org/abs/1803.09597v2
IoU [4 distractors]
97.1
10-shot image generation > Semantic Segmentation > One-Shot Segmentation
Cluttered Omniglot
Siamese-U-Net
http://arxiv.org/abs/1803.09597v2
IoU [256 distractors]
38.4
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV
https://arxiv.org/abs/2312.00703v2
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
39.9
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV
https://arxiv.org/abs/2312.00703v2
IoU veh - 448x800 - No vis filter - 100x100 at 0.5
43.2
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV
https://arxiv.org/abs/2312.00703v2
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
44.7
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV
https://arxiv.org/abs/2312.00703v2
IoU veh - 448x800 - Vis filter. - 100x100 at 0.5
48.7
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV
https://arxiv.org/abs/2312.00703v2
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5
19.9
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV (static)
https://arxiv.org/abs/2312.00703v2
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
38.7
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV (static)
https://arxiv.org/abs/2312.00703v2
IoU veh - 448x800 - No vis filter - 100x100 at 0.5
42.1
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV (static)
https://arxiv.org/abs/2312.00703v2
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
44.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV (static)
https://arxiv.org/abs/2312.00703v2
IoU veh - 448x800 - Vis filter. - 100x100 at 0.5
47.6
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV (static)
https://arxiv.org/abs/2312.00703v2
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5
18.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PointBeV (static)
https://arxiv.org/abs/2312.00703v2
IoU lane - 224x480 - 100x100 at 0.5
49.6
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
Simple-BEV
https://arxiv.org/abs/2206.07959v2
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
36.9
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
Simple-BEV
https://arxiv.org/abs/2206.07959v2
IoU veh - 448x800 - No vis filter - 100x100 at 0.5
40.9
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
Simple-BEV
https://arxiv.org/abs/2206.07959v2
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
43.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
Simple-BEV
https://arxiv.org/abs/2206.07959v2
IoU veh - 448x800 - Vis filter. - 100x100 at 0.5
46.6
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BEVFormer
https://arxiv.org/abs/2203.17270v2
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
35.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BEVFormer
https://arxiv.org/abs/2203.17270v2
IoU veh - 448x800 - No vis filter - 100x100 at 0.5
39.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BEVFormer
https://arxiv.org/abs/2203.17270v2
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
42.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BEVFormer
https://arxiv.org/abs/2203.17270v2
IoU veh - 448x800 - Vis filter. - 100x100 at 0.5
45.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BEVFormer
https://arxiv.org/abs/2203.17270v2
IoU lane - 224x480 - 100x100 at 0.5
25.7
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
FIERY (static)
https://arxiv.org/abs/2104.10490v3
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
35.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
FIERY (static)
https://arxiv.org/abs/2104.10490v3
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
39.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
FIERY (static)
https://arxiv.org/abs/2104.10490v3
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5
17.2
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BAEFormer
http://openaccess.thecvf.com//content/CVPR2023/html/Pan_BAEFormer_Bi-Directional_and_Early_Interaction_Transformers_for_Birds_Eye_View_CVPR_2023_paper.html
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
36
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BAEFormer
http://openaccess.thecvf.com//content/CVPR2023/html/Pan_BAEFormer_Bi-Directional_and_Early_Interaction_Transformers_for_Birds_Eye_View_CVPR_2023_paper.html
IoU veh - 448x800 - No vis filter - 100x100 at 0.5
37.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BAEFormer
http://openaccess.thecvf.com//content/CVPR2023/html/Pan_BAEFormer_Bi-Directional_and_Early_Interaction_Transformers_for_Birds_Eye_View_CVPR_2023_paper.html
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
38.9
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
BAEFormer
http://openaccess.thecvf.com//content/CVPR2023/html/Pan_BAEFormer_Bi-Directional_and_Early_Interaction_Transformers_for_Birds_Eye_View_CVPR_2023_paper.html
IoU veh - 448x800 - Vis filter. - 100x100 at 0.5
41.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
LaRa
https://arxiv.org/abs/2206.13294v2
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
35.4
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
LaRa
https://arxiv.org/abs/2206.13294v2
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
38.9
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
CVT
https://arxiv.org/abs/2205.02833v1
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
31.4
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
CVT
https://arxiv.org/abs/2205.02833v1
IoU veh - 448x800 - No vis filter - 100x100 at 0.5
32.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
CVT
https://arxiv.org/abs/2205.02833v1
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5
36.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
CVT
https://arxiv.org/abs/2205.02833v1
IoU veh - 448x800 - Vis filter. - 100x100 at 0.5
37.7
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
FIERY
https://arxiv.org/abs/2104.10490v3
IoU veh - 224x480 - No vis filter - 100x50 at 0.25
41.1
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
FIERY
https://arxiv.org/abs/2104.10490v3
IoU veh - 224x480 - No vis filter - 100x100 at 0.5
38.2
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
FIERY
https://arxiv.org/abs/2104.10490v3
IoU vehicle - Setting 3
58.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
TBP-Former
https://arxiv.org/abs/2303.09998v2
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5
18.6
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
TBP-Former (static)
https://arxiv.org/abs/2303.09998v2
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5
17.2
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
Lift-Splat-Shoot
https://arxiv.org/abs/2008.05711v1
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5
15.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
ST-P3
https://arxiv.org/abs/2207.07601v2
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5
14.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
PETRv2
https://arxiv.org/abs/2206.01256v3
IoU lane - 224x480 - 100x100 at 0.5
44.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
MatrixVT
https://arxiv.org/abs/2211.10593v1
IoU lane - 224x480 - 100x100 at 0.5
44.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
M^2BEV
null
IoU lane - 224x480 - 100x100 at 0.5
38.0
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
nuScenes
VED
http://arxiv.org/abs/1804.02176v3
IoU veh - 224x480 - No vis filter - 100x50 at 0.25
8.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
PointBeV (EfficientNet-b4)
https://arxiv.org/abs/2312.00703v2
IoU vehicle - 224x480 - Long
45.4
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
PointBeV (EfficientNet-b4)
https://arxiv.org/abs/2312.00703v2
IoU vehicle - 224x480 - Short
72.6
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
PointBeV (ResNet-50)
https://arxiv.org/abs/2312.00703v2
IoU vehicle - 224x480 - Long
44.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
PointBeV (ResNet-50)
https://arxiv.org/abs/2312.00703v2
IoU vehicle - 224x480 - Short
72.3
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
Simple-BEV (EfficientNet-b4)
https://arxiv.org/abs/2206.07959v2
IoU vehicle - 224x480 - Long
44.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
Simple-BEV (EfficientNet-b4)
https://arxiv.org/abs/2206.07959v2
IoU vehicle - 224x480 - Short
70.4
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
BEVFormer (EfficientNet-b4)
https://arxiv.org/abs/2203.17270v2
IoU vehicle - 224x480 - Long
44.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
BEVFormer (EfficientNet-b4)
https://arxiv.org/abs/2203.17270v2
IoU vehicle - 224x480 - Short
69.9
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
Simple-BEV (ResNet-50)
https://arxiv.org/abs/2206.07959v2
IoU vehicle - 224x480 - Long
43.6
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
Simple-BEV (ResNet-50)
https://arxiv.org/abs/2206.07959v2
IoU vehicle - 224x480 - Short
70.7
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
BEVFormer(ResNet-50)
https://arxiv.org/abs/2203.17270v2
IoU vehicle - 224x480 - Long
43.2
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
BEVFormer(ResNet-50)
https://arxiv.org/abs/2203.17270v2
IoU vehicle - 224x480 - Short
68.8
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
FIERY
https://arxiv.org/abs/2104.10490v3
IoU vehicle - 224x480 - Long
36.7
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
Lyft Level 5
FIERY
https://arxiv.org/abs/2104.10490v3
IoU vehicle - 224x480 - Short
59.4
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
mIoU
0.5
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
road
0.884
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
car
0.727
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
truck
0.745
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
bus
0.808
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
motorcycle
0.363
10-shot image generation > Semantic Segmentation > Bird's-Eye View Semantic Segmentation
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
bicycle
0.036