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	-	-	-