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Road Segmentation on DeepGlobe

84.59Precision

U-Net

Updated 4d ago

Evaluation Results

Method	Links
U-Net 2026.02		84.59	73.81	78.83	-	-	-	65.06
SPIN Road Mapper 2021.09		84.14	84.5	84.32	72.89	67.02	74.14	-
Batra et al. 2021.09		83.79	84.14	83.97	72.37	67.21	73.12	-
OARENet 2026.02		83.59	76.65	79.97	-	-	-	66.63
SegRoadv2 2026.02		83.55	76.55	79.9	-	-	-	66.52
FRCFNet 2026.02		83.33	72.71	77.66	-	-	-	63.48
C²Net 2026.02		82.94	73.44	77.9	-	-	-	63.8
CGCNet 2026.02		82.89	76.87	79.77	-	-	-	66.35
DSFC-Net 2026.02		82.68	80.23	81.44	-	-	-	68.68
D-LinkNet 2026.02		82.65	76.6	79.54	-	-	-	65.99
CFRNet 2026.02		82.28	78.46	80.32	-	-	-	67.12
SegFormer 2026.02		82.1	76.91	79.42	-	-	-	65.86
HourGlass 2021.09		79.43	80.14	79.78	66.34	60.71	65.33	-
Stack-HourGlass 2021.09		79.33	79.99	79.66	66.19	62.06	69.02	-
LinkNet 2021.09		78.34	78.85	78.59	64.73	62.75	67.41	-
DENet 2026.02		73.92	84.25	78.75	-	-	-	64.95
U-Net 2021.09		73.55	74.98	74.26	59.06	55.02	61.23	-
Seg-Net 2021.09		69.48	72.97	71.19	55.26	49.2	58.55	-
CLIP 2024.10		-	-	-	-	-	-	3.9
MaskCLIP 2024.10		-	-	-	-	-	-	13.2
SCLIP 2024.10		-	-	-	-	-	-	7
GEM 2024.10		-	-	-	-	-	-	4.7
ClearCLIP 2024.10		-	-	-	-	-	-	5.7
SegEarth-OV 2024.10		-	-	-	-	-	-	17.8
SegEarth-OV 2024.10		-	-	-	-	-	-	20.1