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Benchmarks
Semantic Segmentation on OFFSED
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57.62
mIoU
DeFM
41.7496
45.8698
49.99
54.1102
Jan 26, 2026
mIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIoU
DeFM
Backbone=ViT-L/14
2026.01
57.62
DeFM
Backbone=ViT-S/14
2026.01
57.35
C-RADIOv3
Backbone=ViT-L/16 (CPE)
2026.01
56.53
DINOv3
Backbone=ViT-S/16
2026.01
56.32
DINOv3
Backbone=ViT-L/16
2026.01
54.42
DINOv2
Backbone=ViT-L/14
2026.01
53.47
DeFM
Backbone=ResNet-34
2026.01
52.21
DeFM
Backbone=ResNet-50
2026.01
51.78
DINOv2
Backbone=ViT-S/14
2026.01
47.43
DeFM
Backbone=ResNet-18
2026.01
46.63
Theia
Backbone=DeiT-S/16
2026.01
42.36
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