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9.22k
Autonomous Vehicles > Lane Detection
CULane
LaneAF (DLA-34)
https://arxiv.org/abs/2103.12040v4
F1 score
77.41
Autonomous Vehicles > Lane Detection
CULane
SGNet (ResNet-34)
https://arxiv.org/abs/2105.05403v2
F1 score
77.27
Autonomous Vehicles > Lane Detection
CULane
Eigenlanes (ResNet-50)
https://arxiv.org/abs/2203.15302v1
F1 score
77.2
Autonomous Vehicles > Lane Detection
CULane
LaneATT (ResNet-122)
https://arxiv.org/abs/2010.12035v2
F1 score
77.02
Autonomous Vehicles > Lane Detection
CULane
LaneATT (ResNet-34)
https://arxiv.org/abs/2010.12035v2
F1 score
76.68
Autonomous Vehicles > Lane Detection
CULane
Eigenlanes (ResNet-18)
https://arxiv.org/abs/2203.15302v1
F1 score
76.5
Autonomous Vehicles > Lane Detection
CULane
RESA - CLLD
https://arxiv.org/abs/2308.08242v4
F1 score
76.26
Autonomous Vehicles > Lane Detection
CULane
LaneAF (ERFNet)
https://arxiv.org/abs/2103.12040v4
F1 score
75.63
Autonomous Vehicles > Lane Detection
CULane
BézierLaneNet (ResNet-34)
https://arxiv.org/abs/2203.02431v2
F1 score
75.57
Autonomous Vehicles > Lane Detection
CULane
RESA
https://arxiv.org/abs/2008.13719v2
F1 score
75.3
Autonomous Vehicles > Lane Detection
CULane
LaneATT (ResNet-18)
https://arxiv.org/abs/2010.12035v2
F1 score
75.13
Autonomous Vehicles > Lane Detection
CULane
CurveLane-L
https://arxiv.org/abs/2007.12147v1
F1 score
74.8
Autonomous Vehicles > Lane Detection
CULane
PINet
https://arxiv.org/abs/2002.06604v4
F1 score
74.4
Autonomous Vehicles > Lane Detection
CULane
LaneAF (ENet)
https://arxiv.org/abs/2103.12040v4
F1 score
74.24
Autonomous Vehicles > Lane Detection
CULane
ERFNet-H&VESA
https://arxiv.org/abs/2102.07037v3
F1 score
74.2
Autonomous Vehicles > Lane Detection
CULane
SwiftLane
https://arxiv.org/abs/2110.11779v1
F1 score
74.03
Autonomous Vehicles > Lane Detection
CULane
ERFNet-E2E
https://arxiv.org/abs/2005.08630v1
F1 score
74
Autonomous Vehicles > Lane Detection
CULane
BézierLaneNet (ResNet-18)
https://arxiv.org/abs/2203.02431v2
F1 score
73.67
Autonomous Vehicles > Lane Detection
CULane
CurveLane-M
https://arxiv.org/abs/2007.12147v1
F1 score
73.5
Autonomous Vehicles > Lane Detection
CULane
ERFNet-IntRA-KD (ours)
https://arxiv.org/abs/2004.05304v1
F1 score
72.4
Autonomous Vehicles > Lane Detection
CULane
ResNet34-UFAST
https://arxiv.org/abs/2004.11757v4
F1 score
72.3
Autonomous Vehicles > Lane Detection
CULane
ResNet-101-E2E
https://arxiv.org/abs/2005.08630v1
F1 score
71.9
Autonomous Vehicles > Lane Detection
CULane
SCNN
http://arxiv.org/abs/1712.06080v1
F1 score
71.6
Autonomous Vehicles > Lane Detection
CULane
CurveLane-S
https://arxiv.org/abs/2007.12147v1
F1 score
71.4
Autonomous Vehicles > Lane Detection
CULane
ENet-SAD
https://arxiv.org/abs/1908.00821v1
F1 score
70.8
Autonomous Vehicles > Lane Detection
CULane
UNet - CLLD
https://arxiv.org/abs/2308.08242v4
F1 score
70.56
Autonomous Vehicles > Lane Detection
CULane
ENet-Label
http://arxiv.org/abs/1905.03704v1
F1 score
68.8
Autonomous Vehicles > Lane Detection
CULane
ResNet18-UFAST
https://arxiv.org/abs/2004.11757v4
F1 score
68.4
Autonomous Vehicles > Lane Detection
TuSimple
SCNN_UNet_Attention_PL*
https://arxiv.org/abs/2305.17271v2
Accuracy
98.38
Autonomous Vehicles > Lane Detection
TuSimple
CLRNetV2 (ResNet18)
https://ieeexplore.ieee.org/abstract/document/10930685
Accuracy
96.99
Autonomous Vehicles > Lane Detection
TuSimple
CLRNetV2 (ResNet18)
https://ieeexplore.ieee.org/abstract/document/10930685
F1 score
97.90
Autonomous Vehicles > Lane Detection
TuSimple
PE-RESA
https://arxiv.org/abs/2203.12301v1
Accuracy
96.93
Autonomous Vehicles > Lane Detection
TuSimple
FOLOLane(ERFNet)
https://arxiv.org/abs/2105.13680v1
Accuracy
96.92
Autonomous Vehicles > Lane Detection
TuSimple
CLRNet(ResNet-34)
https://arxiv.org/abs/2203.10350v1
Accuracy
96.9%
Autonomous Vehicles > Lane Detection
TuSimple
CLRNet(ResNet-34)
https://arxiv.org/abs/2203.10350v1
F1 score
97.82
Autonomous Vehicles > Lane Detection
TuSimple
CLRNetV2 (ResNet34)
https://ieeexplore.ieee.org/abstract/document/10930685
Accuracy
96.88
Autonomous Vehicles > Lane Detection
TuSimple
CLRNetV2 (ResNet34)
https://ieeexplore.ieee.org/abstract/document/10930685
F1 score
97.95
Autonomous Vehicles > Lane Detection
TuSimple
CLRNet(ResNet-18)
https://arxiv.org/abs/2203.10350v1
Accuracy
96.82%
Autonomous Vehicles > Lane Detection
TuSimple
CLRNet(ResNet-18)
https://arxiv.org/abs/2203.10350v1
F1 score
97.89
Autonomous Vehicles > Lane Detection
TuSimple
RESA
https://arxiv.org/abs/2008.13719v2
Accuracy
96.82
Autonomous Vehicles > Lane Detection
TuSimple
RESA
https://arxiv.org/abs/2008.13719v2
F1 score
96.93
Autonomous Vehicles > Lane Detection
TuSimple
CLLD
https://arxiv.org/abs/2308.08242v4
Accuracy
96.82
Autonomous Vehicles > Lane Detection
TuSimple
CANet-L(ResNet101)
https://arxiv.org/abs/2304.11546v1
Accuracy
96.76%
Autonomous Vehicles > Lane Detection
TuSimple
CANet-L(ResNet101)
https://arxiv.org/abs/2304.11546v1
F1 score
97.77
Autonomous Vehicles > Lane Detection
TuSimple
CANet-M
https://arxiv.org/abs/2304.11546v1
Accuracy
96.66%
Autonomous Vehicles > Lane Detection
TuSimple
CANet-M
https://arxiv.org/abs/2304.11546v1
F1 score
97.44
Autonomous Vehicles > Lane Detection
TuSimple
ENet-SAD
https://arxiv.org/abs/1908.00821v1
Accuracy
96.64%
Autonomous Vehicles > Lane Detection
TuSimple
ENet-SAD
https://arxiv.org/abs/1908.00821v1
F1 score
95.92
Autonomous Vehicles > Lane Detection
TuSimple
HarD-SP
https://arxiv.org/abs/2008.08311v2
Accuracy
96.58%
Autonomous Vehicles > Lane Detection
TuSimple
HarD-SP
https://arxiv.org/abs/2008.08311v2
F1 score
96.38
Autonomous Vehicles > Lane Detection
TuSimple
CANet-S
https://arxiv.org/abs/2304.11546v1
Accuracy
96.56%
Autonomous Vehicles > Lane Detection
TuSimple
CANet-S
https://arxiv.org/abs/2304.11546v1
F1 score
97.51
Autonomous Vehicles > Lane Detection
TuSimple
CondLaneNet-L(ResNet-101)
https://arxiv.org/abs/2105.05003v3
Accuracy
96.54%
Autonomous Vehicles > Lane Detection
TuSimple
CondLaneNet-L(ResNet-101)
https://arxiv.org/abs/2105.05003v3
F1 score
97.24
Autonomous Vehicles > Lane Detection
TuSimple
Oblique Convolution
null
Accuracy
96.50%
Autonomous Vehicles > Lane Detection
TuSimple
Oblique Convolution
null
F1 score
97.42
Autonomous Vehicles > Lane Detection
TuSimple
Pairwise pixel supervision + FCN
http://arxiv.org/abs/1803.06459v1
Accuracy
96.50%
Autonomous Vehicles > Lane Detection
TuSimple
Pairwise pixel supervision + FCN
http://arxiv.org/abs/1803.06459v1
F1 score
94.31
Autonomous Vehicles > Lane Detection
TuSimple
EL-GAN
http://arxiv.org/abs/1806.05525v2
Accuracy
96.40%
Autonomous Vehicles > Lane Detection
TuSimple
EL-GAN
http://arxiv.org/abs/1806.05525v2
F1 score
96.26
Autonomous Vehicles > Lane Detection
TuSimple
LaneNet
http://arxiv.org/abs/1802.05591v1
Accuracy
96.4%
Autonomous Vehicles > Lane Detection
TuSimple
LaneNet
http://arxiv.org/abs/1802.05591v1
F1 score
94.80
Autonomous Vehicles > Lane Detection
TuSimple
Discriminative loss function
http://arxiv.org/abs/1708.02551v1
Accuracy
96.40%
Autonomous Vehicles > Lane Detection
TuSimple
ENet-Label
http://arxiv.org/abs/1905.03704v1
Accuracy
96.29%
Autonomous Vehicles > Lane Detection
TuSimple
ENet-Label
http://arxiv.org/abs/1905.03704v1
F1 score
95.23
Autonomous Vehicles > Lane Detection
TuSimple
R-34-E2E
https://arxiv.org/abs/2005.08630v1
Accuracy
96.22%
Autonomous Vehicles > Lane Detection
TuSimple
R-34-E2E
https://arxiv.org/abs/2005.08630v1
F1 score
96.58
Autonomous Vehicles > Lane Detection
TuSimple
LSTR
https://arxiv.org/abs/2011.04233v2
Accuracy
96.18
Autonomous Vehicles > Lane Detection
TuSimple
LSTR
https://arxiv.org/abs/2011.04233v2
F1 score
96.68
Autonomous Vehicles > Lane Detection
TuSimple
R-50-E2E
https://arxiv.org/abs/2005.08630v1
Accuracy
96.11%
Autonomous Vehicles > Lane Detection
TuSimple
R-50-E2E
https://arxiv.org/abs/2005.08630v1
F1 score
96.37
Autonomous Vehicles > Lane Detection
TuSimple
LaneATT (ResNet-122)
https://arxiv.org/abs/2010.12035v2
Accuracy
96.10%
Autonomous Vehicles > Lane Detection
TuSimple
LaneATT (ResNet-122)
https://arxiv.org/abs/2010.12035v2
F1 score
96.06
Autonomous Vehicles > Lane Detection
TuSimple
ERF-E2E
https://arxiv.org/abs/2005.08630v1
Accuracy
96.02%
Autonomous Vehicles > Lane Detection
TuSimple
ERF-E2E
https://arxiv.org/abs/2005.08630v1
F1 score
96.25
Autonomous Vehicles > Lane Detection
TuSimple
Lane-LSQ
null
Accuracy
95.84%
Autonomous Vehicles > Lane Detection
TuSimple
BézierLaneNet (ResNet-34)
https://arxiv.org/abs/2203.02431v2
Accuracy
95.65%
Autonomous Vehicles > Lane Detection
TuSimple
LaneAF
https://arxiv.org/abs/2103.12040v4
Accuracy
95.64%
Autonomous Vehicles > Lane Detection
TuSimple
LaneAF
https://arxiv.org/abs/2103.12040v4
F1 score
96.49
Autonomous Vehicles > Lane Detection
TuSimple
LaneATT (ResNet-34)
https://arxiv.org/abs/2010.12035v2
Accuracy
95.63%
Autonomous Vehicles > Lane Detection
TuSimple
LaneATT (ResNet-34)
https://arxiv.org/abs/2010.12035v2
F1 score
96.77
Autonomous Vehicles > Lane Detection
TuSimple
Eigenlanes (ResNet-18)
https://arxiv.org/abs/2203.15302v1
Accuracy
95.62%
Autonomous Vehicles > Lane Detection
TuSimple
LaneATT (ResNet-18)
https://arxiv.org/abs/2010.12035v2
Accuracy
95.57%
Autonomous Vehicles > Lane Detection
TuSimple
LaneATT (ResNet-18)
https://arxiv.org/abs/2010.12035v2
F1 score
96.71
Autonomous Vehicles > Lane Detection
TuSimple
CondLaneNet(ResNet-18)
https://arxiv.org/abs/2105.05003v3
Accuracy
95.48%
Autonomous Vehicles > Lane Detection
TuSimple
BézierLaneNet (ResNet-18)
https://arxiv.org/abs/2203.02431v2
Accuracy
95.41%
Autonomous Vehicles > Lane Detection
TuSimple
CondLaneNet-M(ResNet-34)
https://arxiv.org/abs/2105.05003v3
Accuracy
95.37%
Autonomous Vehicles > Lane Detection
TuSimple
CondLaneNet-M(ResNet-34)
https://arxiv.org/abs/2105.05003v3
F1 score
96.98
Autonomous Vehicles > Lane Detection
TuSimple
End-to-end ERFNet
https://arxiv.org/abs/1907.01294v2
Accuracy
95.24%
Autonomous Vehicles > Lane Detection
TuSimple
End-to-end ERFNet
https://arxiv.org/abs/1907.01294v2
F1 score
90.82
Autonomous Vehicles > Lane Detection
TuSimple
ERFNet
null
Accuracy
94.5%
Autonomous Vehicles > Lane Detection
TuSimple
PolyLaneNet
https://arxiv.org/abs/2004.10924v2
Accuracy
93.36%
Autonomous Vehicles > Lane Detection
TuSimple
PolyLaneNet
https://arxiv.org/abs/2004.10924v2
F1 score
90.62
Autonomous Vehicles > Lane Detection
TuSimple
GANet(ResNet-34)
https://arxiv.org/abs/2204.07335v1
F1 score
97.71
Autonomous Vehicles > Lane Detection
TuSimple
GANet(ResNet-18)
https://arxiv.org/abs/2204.07335v1
F1 score
97.68
Autonomous Vehicles > Lane Detection
TuSimple
CLRNet(ResNet-101)
https://arxiv.org/abs/2203.10350v1
F1 score
97.62
Autonomous Vehicles > Lane Detection
TuSimple
GANet(ResNet-101)
https://arxiv.org/abs/2204.07335v1
F1 score
97.45
Autonomous Vehicles > Lane Detection
TuSimple
CondLaneNet(ResNet-34)
https://arxiv.org/abs/2105.05003v3
F1 score
97.01
Autonomous Vehicles > Lane Detection
LLAMAS
CLRNet (DLA-34)
https://arxiv.org/abs/2203.10350v1
F1
0.9612
Autonomous Vehicles > Lane Detection
LLAMAS
BézierLaneNet (ResNet-34)
https://arxiv.org/abs/2203.02431v2
F1
0.9611