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Benchmarks
Semantic Segmentation on LINEMOD
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90.2
mIoU
Full FT (SAM 2-L)
38.096
51.623
65.15
78.677
May 25, 2026
mIoU
Updated 8d ago
Evaluation Results
Method
Method
Links
mIoU
Full FT (SAM 2-L)
Params=224M
2026.05
90.2
Full FT (SAM ViT-H)
Params=632M
2026.05
89.1
RepSAM
Params=4.0M
2026.05
84.9
HQ-SAM
Params=610M
2026.05
80.2
VeRA
Params=0.9M
2026.05
79.5
DoRA
Params=4.1M
2026.05
79.2
AdaLoRA
Params=4.5M
2026.05
77.3
LoRA (uniform r=8)
Params=4.2M
2026.05
72.4
FastSAM
Params=68M
2026.05
71.9
SAM-DSA
Params=5.1M
2026.05
68.5
SAM-Adapter
Params=4.8M
2026.05
66.4
EfficientSAM
Params=13M
2026.05
61.5
MobileSAM
Params=10M
2026.05
58.7
SAM 2-L (zero-shot)
Params=224M
2026.05
46.7
SAM ViT-H (zero-shot)
Params=—
2026.05
40.1
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