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Road Segmentation on Massachusetts Road Dataset

0.675IoU (Average)

DSFC-Net

Updated 4d ago

Evaluation Results

Method	Links
DSFC-Net 2026.02		0.675	0.8518	0.7649	0.806	-	-
RSM-SS 2024.04		0.6735	0.8652	0.7524	0.8049	-	-
DENet 2026.02		0.6726	0.803	0.8056	0.8043	-	-
CFRNet 2026.02		0.6689	0.8516	0.7572	0.8016	-	-
FRCFNet 2026.02		0.6661	0.8523	0.753	0.7996	-	-
RoadFormer 2024.04		0.6627	0.8054	0.789	0.7971	-	-
OARENet 2026.02		0.6625	0.8492	0.7508	0.797	-	-
CGCNet 2026.02		0.6616	0.8535	0.7464	0.7963	-	-
BDTNet 2024.04		0.6603	0.8299	0.7637	0.7954	-	-
C2Net 2026.02		0.6595	0.8555	0.7422	0.7948	-	-
SegRoadv2 2026.02		0.6591	0.8541	0.7427	0.7945	-	-
SIINet 2024.04		0.6577	0.8536	0.7413	0.7935	-	-
SegFormer 2026.02		0.6534	0.8351	0.7502	0.7904	-	-
SPIN Road Mapper 2021.09		0.6524	0.839	0.8506	0.8447	0.7312	0.7249
HRNetv2 2024.04		0.6475	0.7901	0.782	0.786	-	-
U-Net 2026.02		0.6456	0.8566	0.7239	0.7847	-	-
Batra et al. 2021.09		0.6444	0.8334	0.8461	0.8397	0.7237	0.7134
D-LinkNet 2026.02		0.6443	0.8281	0.7438	0.7837	-	-
D-LinkNet 2024.04		0.641	0.7834	0.7791	0.7812	-	-
ResUNet 2024.04		0.6407	0.7877	0.7745	0.781	-	-
U-Net 2024.04		0.635	0.7753	0.7782	0.7767	-	-
LinkNet 2021.09		0.6312	0.8325	0.8463	0.8393	0.7232	0.6662
SegNet 2024.04		0.6279	0.7609	0.7823	0.7715	-	-
Stack-HourGlass 2021.09		0.6221	0.8012	0.8387	0.8196	0.6943	0.6789
HourGlass 2021.09		0.6137	0.8126	0.8186	0.8156	0.6886	0.6537
U-Net 2021.09		0.6097	0.8246	0.8434	0.8339	0.7151	0.6133
Seg-Net 2021.09		0.5859	0.7734	0.7984	0.7857	0.6471	0.5776
Deeplabv3+ 2024.04		0.5851	0.7514	0.7256	0.7383	-	-
SegEarth-OV 2024.10		0.172	-	-	-	-	-
SegEarth-OV 2024.10		0.115	-	-	-	-	-
MaskCLIP 2024.10		0.106	-	-	-	-	-
SCLIP 2024.10		0.074	-	-	-	-	-
ClearCLIP 2024.10		0.064	-	-	-	-	-
GEM 2024.10		0.051	-	-	-	-	-
CLIP 2024.10		0.049	-	-	-	-	-