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Benchmarks
Road Extraction on WHU-RuR+, DeepGlobe, and Massachusetts
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0.7732
Avg F1
DSFC-Net
0.72692
0.738935
0.75095
0.762965
Feb 1, 2026
Avg F1
Avg IoU
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg F1
Avg IoU
DSFC-Net
FLOPs (G)=122.57, Para...
2026.02
0.7732
0.6332
CGCNet
FLOPs (G)=62.63, Param...
2026.02
0.7581
0.6136
D-LinkNet
FLOPs (G)=80.35, Param...
2026.02
0.7564
0.6103
CFRNet
FLOPs (G)=85.23, Param...
2026.02
0.756
0.6121
SegRoadv2
FLOPs (G)=282.01, Para...
2026.02
0.7558
0.6108
OARENet
FLOPs (G)=78.85, Param...
2026.02
0.7554
0.6107
SegFormer
FLOPs (G)=127.61, Para...
2026.02
0.7527
0.6066
C2Net
FLOPs (G)=278.44, Para...
2026.02
0.7498
0.6025
U-Net
FLOPs (G)=456.87, Para...
2026.02
0.7457
0.5978
DENet
FLOPs (G)=357.92, Para...
2026.02
0.7423
0.5958
FRCFNet
FLOPs (G)=85.14, Param...
2026.02
0.7287
0.5792
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