Lane Detection on CurveLanes

Metric: GFLOPs (higher is better)

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#	Model↕	GFLOPs▼	Extra Data	Paper	Date↕	Code
1	SCNN	328.4	No	CurveLane-NAS: Unifying Lane-Sensitive Architect...	2020-07-23	Code
2	CANet-L(ResNet101)	45.7	No	CANet: Curved Guide Line Network with Adaptive D...	2023-04-23	-
3	CondLaneNet-L(ResNet-101)	44.9	Yes	CondLaneNet: a Top-to-down Lane Detection Framew...	2021-05-11	Code
4	CANet-M	22.6	No	CANet: Curved Guide Line Network with Adaptive D...	2023-04-23	-
5	CurveLane-L	20.7	No	CurveLane-NAS: Unifying Lane-Sensitive Architect...	2020-07-23	Code
6	CondLaneNet-M(ResNet-34)	19.7	Yes	CondLaneNet: a Top-to-down Lane Detection Framew...	2021-05-11	Code
7	CLRerNet-DLA34	18.4	No	CLRerNet: Improving Confidence of Lane Detection...	2023-05-15	Code
8	CLRNet-DLA34	18.4	No	CLRerNet: Improving Confidence of Lane Detection...	2023-05-15	Code
9	PointLaneNet	14.8	No	CurveLane-NAS: Unifying Lane-Sensitive Architect...	2020-07-23	Code
10	CANet-S	13.1	No	CANet: Curved Guide Line Network with Adaptive D...	2023-04-23	-
11	CurveLane-M	11.6	No	CurveLane-NAS: Unifying Lane-Sensitive Architect...	2020-07-23	Code
12	CondLaneNet-S(ResNet-18)	10.3	Yes	CondLaneNet: a Top-to-down Lane Detection Framew...	2021-05-11	Code
13	CurveLane-S	7.4	No	CurveLane-NAS: Unifying Lane-Sensitive Architect...	2020-07-23	Code
14	Enet-SAD	3.9	No	CurveLane-NAS: Unifying Lane-Sensitive Architect...	2020-07-23	Code

#1SCNNSOTA
328.4
GFLOPs· 2020-07-23
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Code
#2CANet-L(ResNet101)
45.7
GFLOPs· 2023-04-23
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection
#3CondLaneNet-L(ResNet-101)
44.9
GFLOPs· Extra Data· 2021-05-11
CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution Code
#4CANet-M
22.6
GFLOPs· 2023-04-23
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection
#5CurveLane-L
20.7
GFLOPs· 2020-07-23
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Code
#6CondLaneNet-M(ResNet-34)
19.7
GFLOPs· Extra Data· 2021-05-11
CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution Code
#7CLRerNet-DLA34
18.4
GFLOPs· 2023-05-15
CLRerNet: Improving Confidence of Lane Detection with LaneIoU Code
#8CLRNet-DLA34
18.4
GFLOPs· 2023-05-15
CLRerNet: Improving Confidence of Lane Detection with LaneIoU Code
#9PointLaneNet
14.8
GFLOPs· 2020-07-23
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Code
#10CANet-S
13.1
GFLOPs· 2023-04-23
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection
#11CurveLane-M
11.6
GFLOPs· 2020-07-23
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Code
#12CondLaneNet-S(ResNet-18)
10.3
GFLOPs· Extra Data· 2021-05-11
CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution Code
#13CurveLane-S
7.4
GFLOPs· 2020-07-23
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Code
#14Enet-SAD
3.9
GFLOPs· 2020-07-23
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Code