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Benchmarks
Promptable Segmentation on COCO
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87.33
mIoU
SAM-HQ
51.3148
60.6649
70.015
79.3651
Jan 21, 2026
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
SAM-HQ
Backbone=ViT-L
2026.01
87.33
SAM-HQ
Backbone=ViT-H
2026.01
86.9
SAM-HQ 2
Backbone=Hiera-L
2026.01
86.59
SAM-HQ
Backbone=ViT-B
2026.01
86.56
SAM 2.1
Backbone=Hiera-L
2026.01
85.45
SAM
Backbone=ViT-L
2026.01
85.16
SAM
Backbone=ViT-H
2026.01
85.14
SAM 2.1
Backbone=Hiera-B+
2026.01
84.8
SAM 2.1
Backbone=Hiera-S
2026.01
84.6
MobileSAM
Backbone=ViT-T
2026.01
84.46
SAM 2.1
Backbone=Hiera-T
2026.01
84.36
SAM
Backbone=ViT-B
2026.01
80.83
RobustSAM
Backbone=ViT-B
2026.01
75.74
RobustSAM
Backbone=ViT-H
2026.01
61.54
RobustSAM
Backbone=ViT-L
2026.01
52.7
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