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Semantic Segmentation on WISDOM
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93.6
mIoU
Full FT (SAM 2-L)
46.384
58.642
70.9
83.158
May 25, 2026
mIoU
Updated 8d ago
Evaluation Results
Method
Method
Links
mIoU
Full FT (SAM 2-L)
Params=224M
2026.05
93.6
Full FT (SAM ViT-H)
Params=632M
2026.05
92.8
RepSAM
Params=4.0M
2026.05
90.2
VeRA
Params=0.9M
2026.05
83.1
DoRA
Params=4.1M
2026.05
82.9
HQ-SAM
Params=610M
2026.05
82.9
AdaLoRA
Params=4.5M
2026.05
81.2
LoRA (uniform r=8)
Params=4.2M
2026.05
76.1
SAM-DSA
Params=5.1M
2026.05
74.5
FastSAM
Params=68M
2026.05
74.1
SAM-Adapter
Params=4.8M
2026.05
72
EfficientSAM
Params=13M
2026.05
66.3
MobileSAM
Params=10M
2026.05
63.5
SAM 2-L (zero-shot)
Params=224M
2026.05
52.5
SAM ViT-H (zero-shot)
Params=—
2026.05
48.2
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