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Line Segment Detection on YorkUrban (test)

66.9F-Score (H)

LETR

Updated 1mo ago

Evaluation Results

Method
LETR 2021.01	66.9	-	29.4	-	31.7	40.1	41.8	62.7	-
HAWP 2021.01	66.3	-	28.5	-	29.7	39.7	40.5	61.2	-
L-CNN 2021.01	65.3	-	26.4	-	27.5	36.9	37.8	59.6	-
AFM 2021.01	63.3	-	9.4	-	11.1	-	-	48.2	-
DWP 2021.01	61.6	-	2.1	-	2.6	-	-	51	-
LSD 2021.01	60.1	-	-	-	-	-	-	50.9	-
ADLA 2025.08	0.7297	-	-	-	-	-	-	65.16	82.91
LINEA 2025.08	0.69	-	-	-	-	-	-	64.7	73.91
DT-LSD 2025.08	0.6834	-	-	-	-	-	-	55.71	88.38
TP-LSD-Lite 2020.09	0.681	24.8	26.8	31.2	-	-	-	-	-
DT-LSD 2024.11	0.68	-	33.2	-	35.1	44.5	45.8	65.9	-
DT-LSD 2025.08	0.68	-	-	-	-	-	-	-	65.9
L-CNN(P) 2020.09	0.675	20.9	23.1	26.8	-	-	-	-	-
TP-LSD-Res34 2020.09	0.674	25.3	27.4	31.1	-	-	-	-	-
TP-LSD-HG 2020.09	0.673	18.9	22	24.6	-	-	-	-	-
TP-LSD 2022.09	0.673	-	-	-	-	-	-	-	-
TP-LSD-Res34 2020.09	0.672	27.6	27.7	34.3	-	-	-	-	-
HAWPv2 2025.08	0.6713	-	-	-	-	-	-	64.01	70.57
LETR 2024.11	0.669	-	29.4	-	31.7	40.1	41.8	62.7	-
AFM++ 2025.08	0.668	-	-	-	-	-	-	50.5	-
HAWPv2 2025.08	0.6649	-	-	-	-	-	-	58.22	77.49
AFM 2020.09	0.663	7	9.1	17.5	-	-	-	-	-
HAWP 2022.09	0.663	-	-	-	-	-	-	-	-
HAWP 2024.11	0.663	-	28.5	-	29.7	39.7	40.5	61.2	-
L-CNN 2022.09	0.654	-	-	-	-	-	-	-	-
L-CNN 2024.11	0.653	-	26.4	-	27.5	36.9	37.8	59.6	-
EM-LSD 2025.08	0.653	-	-	-	-	-	-	-	-
DWP 2020.09	0.652	-	-	3.1	-	-	-	-	-
MLNET 2024.11	0.651	-	32.1	-	33.5	-	-	63.5	-
HAWPv1 2025.08	0.648	-	-	-	-	-	-	60.6	-
L-CNN 2020.09	0.646	25.9	28.2	32	-	-	-	-	-
LSDNet 2022.09	0.646	-	-	-	-	-	-	-	-
F-Clip 2024.11	0.645	-	29.9	-	31.3	-	-	62.3	-
F-Clip 2025.08	0.645	-	-	-	-	-	-	62.3	-
HAWPv2 2025.08	0.645	-	-	-	-	-	-	64.6	-
HAWPv2 2024.11	0.644	-	29.1	-	30.4	-	-	61.6	-
M-LSD 2022.09	0.642	-	-	-	-	-	-	-	-
HAWPv2 2025.08	0.6394	-	-	-	-	-	-	71.81	57.62
ELSD 2025.08	0.636	-	-	-	-	-	-	62	-
LETR 2025.08	0.634	-	-	-	-	-	-	61.7	-
AFM 2024.11	0.633	-	9.4	-	11.1	-	-	48.2	-
AFM 2025.08	0.633	-	-	-	-	-	-	48.2	-
LINEA 2025.08	0.6314	-	-	-	-	-	-	48.5	90.44
LINEA 2025.08	0.6274	-	-	-	-	-	-	73.38	54.79
L-CNN 2025.08	0.622	-	-	-	-	-	-	58.3	-
ELSD 2025.08	0.621	-	-	-	-	-	-	57.8	-
LETR 2025.08	0.62	-	-	-	-	-	-	59.6	-
M-LSD-tiny 2022.09	0.619	-	-	-	-	-	-	-	-
DWP 2024.11	0.616	-	2.1	-	2.6	-	-	51	-
DWP 2025.08	0.616	-	-	-	-	-	-	51	-
LSD 2020.09	0.606	7.5	9.2	16.1	-	-	-	-	-
AAGLSD 2025.08	0.6059	-	-	-	-	-	-	48.5	80.73
ScaleLSD 2025.08	0.6049	-	-	-	-	-	-	56.42	65.18
LSD 2024.11	0.601	-	-	-	-	-	-	50.9	-
LSD 2022.09	0.59	-	-	-	-	-	-	-	-
LSD 2025.08	0.5837	-	-	-	-	-	-	43.33	89.38
DeepLSD 2025.08	0.5592	-	-	-	-	-	-	40.54	90.13
Linelet 2025.08	0.5395	-	-	-	-	-	-	37.84	93.97
ScaleLSD 2025.08	0.5274	-	-	-	-	-	-	62.24	45.76
HAWPv3 2025.08	0.5086	-	-	-	-	-	-	61.94	43.15
HAWPv3 2025.08	0.4749	-	-	-	-	-	-	64.18	37.68
HAWPv3 2025.08	0.4354	-	-	-	-	-	-	66	32.49
ScaleLSD 2025.08	0.3646	-	-	-	-	-	-	65.43	25.27
ULSD 2024.11	-	-	28.8	-	30.6	-	-	-	-
SACWP 2024.11	-	-	30	-	31.8	-	-	-	-
L-CNN 2025.05	-	24.3	26.4	-	27.5	-	-	-	-
HAWP 2025.05	-	26.2	28.6	-	29.7	-	-	-	-
HAWPv2 2025.05	-	28.8	31.3	-	32.7	-	-	-	-
F-Clip (HG1) 2025.05	-	24.4	26.8	-	28.1	-	-	-	-
F-Clip (HG2-LB) 2025.05	-	27.6	29.9	-	31.3	-	-	-	-
F-Clip (HR) 2025.05	-	28.5	30.8	-	32.2	-	-	-	-
ULSD 2025.05	-	26	28.8	-	30.6	-	-	-	-
SACWP† 2025.05	-	27.2	30	-	31.8	-	-	-	-
MLNET† 2025.05	-	29.4	32.1	-	33.5	-	-	-	-
LETR 2025.05	-	25.4	29.4	-	31.7	-	-	-	-
DT-LSD 2025.05	-	30.2	33.2	-	35.1	-	-	-	-
LINEA-N 2025.05	-	27.3	30.5	-	32.5	-	-	-	-
LINEA-S 2025.05	-	28.9	32.6	-	34.8	-	-	-	-
LINEA-M 2025.05	-	30.3	34.5	-	36.7	-	-	-	-
LINEA-L 2025.05	-	30.9	34.9	-	37.3	-	-	-	-