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Benchmarks
Promptable Segmentation on Berkeley
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88.44
IoU
SAM-HQ
43.4288
55.1144
66.8
78.4856
Jan 21, 2026
IoU
Updated 3mo ago
Evaluation Results
Method
Method
Links
IoU
SAM-HQ
Backbone=ViT-H
2026.01
88.44
SAM-HQ
Backbone=ViT-B
2026.01
88.29
SAM-HQ 2
Backbone=Hiera-L
2026.01
88.19
SAM-HQ
Backbone=ViT-L
2026.01
88.09
SAM 2.1
Backbone=Hiera-S
2026.01
86.51
SAM 2.1
Backbone=Hiera-L
2026.01
85.82
SAM 2.1
Backbone=Hiera-T
2026.01
85.31
SAM 2.1
Backbone=Hiera-B+
2026.01
84.9
SAM
Backbone=ViT-L
2026.01
84.5
SAM
Backbone=ViT-H
2026.01
83.87
MobileSAM
Backbone=ViT-T
2026.01
83.67
SAM
Backbone=ViT-B
2026.01
81.32
RobustSAM
Backbone=ViT-B
2026.01
74.65
RobustSAM
Backbone=ViT-H
2026.01
49.3
RobustSAM
Backbone=ViT-L
2026.01
45.16
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