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Road Segmentation on DeepGlobe

89.55Precision

DB SwinT

Updated 18d ago

Evaluation Results

Method	Links
DB SwinT 2026.03		89.55	87.38	88.21	-	-	-	79.35	-
SwinT+U-Net 2026.03		87.28	84.09	85.97	-	-	-	75.37	-
U-Net 2026.02		84.59	73.81	78.83	-	-	-	65.06	-
GAMSNet 2026.03		84.32	82.19	83.67	-	-	-	72.31	-
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	-
SwinT 2026.03		83.11	79.08	81.58	-	-	-	69.28	-
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	-	-
U-Net 2026.03		79.28	78.47	78.05	-	-	-	67.36	-
LinkNet50 2026.03		78.51	76.45	77.95	-	-	-	64.42	-
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	-
CLIP 2026.03		-	-	-	-	-	-	-	1.13
MaskCLIP 2026.03		-	-	-	-	-	-	-	11.53
SCLIP 2026.03		-	-	-	-	-	-	-	7.28
GEM 2026.03		-	-	-	-	-	-	-	13.43
ClearCLIP 2026.03		-	-	-	-	-	-	-	12.86
SegEarth-OV 2026.03		-	-	-	-	-	-	-	18.07
MaskCLIP* 2026.03		-	-	-	-	-	-	-	14.68
ConInfer 2026.03		-	-	-	-	-	-	-	19.85