Line Segment Detection on York Urban Dataset

Metric: sAP10 (higher is better)

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#	Model↕	sAP10▼	Extra Data	Paper	Date↕	Code
1	LINEA-L	34.9	No	LINEA: Fast and Accurate Line Detection Using Sc...	2025-05-22	Code
2	LINEA-M	34.5	No	LINEA: Fast and Accurate Line Detection Using Sc...	2025-05-22	Code
3	DT-LSD	33.2	Yes	DT-LSD: Deformable Transformer-based Line Segmen...	2024-11-20	Code
4	LINEA-S	32.6	No	LINEA: Fast and Accurate Line Detection Using Sc...	2025-05-22	Code
5	F-Clip	30.8	No	Fully Convolutional Line Parsing	2021-04-22	Code
6	LINEA-N	30.5	No	LINEA: Fast and Accurate Line Detection Using Sc...	2025-05-22	Code
7	ELSD	30.2	No	ELSD: Efficient Line Segment Detector and Descri...	2021-04-29	-
8	LETR	29.4	Yes	Line Segment Detection Using Transformers withou...	2021-01-06	Code
9	HAWP	28.5	No	Holistically-Attracted Wireframe Parsing	2020-03-03	Code
10	TP-LSD	27.7	No	TP-LSD: Tri-Points Based Line Segment Detector	2020-09-11	Code
11	HT-HAWP	27.4	No	Deep Hough-Transform Line Priors	2020-07-18	Code
12	ULSD	27.4	No	ULSD: Unified Line Segment Detection across Pinh...	2020-11-06	Code
13	M-LSD	27.3	No	Towards Light-weight and Real-time Line Segment ...	2021-06-01	Code
14	L-CNN	26.4	No	End-to-End Wireframe Parsing	2019-05-08	Code
15	MCMLSD	9.2	No	-	-	-

#1LINEA-LSOTA
34.9
sAP10· 2025-05-22
LINEA: Fast and Accurate Line Detection Using Scalable Transformers Code
#2LINEA-M
34.5
sAP10· 2025-05-22
LINEA: Fast and Accurate Line Detection Using Scalable Transformers Code
#3DT-LSDSOTA
33.2
sAP10· Extra Data· 2024-11-20
DT-LSD: Deformable Transformer-based Line Segment Detection Code
#4LINEA-S
32.6
sAP10· 2025-05-22
LINEA: Fast and Accurate Line Detection Using Scalable Transformers Code
#5F-ClipSOTA
30.8
sAP10· 2021-04-22
Fully Convolutional Line Parsing Code
#6LINEA-N
30.5
sAP10· 2025-05-22
LINEA: Fast and Accurate Line Detection Using Scalable Transformers Code
#7ELSD
30.2
sAP10· 2021-04-29
ELSD: Efficient Line Segment Detector and Descriptor
#8LETRSOTA
29.4
sAP10· Extra Data· 2021-01-06
Line Segment Detection Using Transformers without Edges Code
#9HAWPSOTA
28.5
sAP10· 2020-03-03
Holistically-Attracted Wireframe Parsing Code
#10TP-LSD
27.7
sAP10· 2020-09-11
TP-LSD: Tri-Points Based Line Segment Detector Code
#11HT-HAWP
27.4
sAP10· 2020-07-18
Deep Hough-Transform Line Priors Code
#12ULSD
27.4
sAP10· 2020-11-06
ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras Code
#13M-LSD
27.3
sAP10· 2021-06-01
Towards Light-weight and Real-time Line Segment Detection Code
#14L-CNNSOTA
26.4
sAP10· 2019-05-08
End-to-End Wireframe Parsing Code
#15MCMLSD
9.2
sAP10
No paper