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Benchmarks
Promptable Segmentation on DAVIS
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86.28
mIoU
SAM-HQ
24.712
40.696
56.68
72.664
Jan 21, 2026
mIoU
Updated 3mo ago
Evaluation Results
Method
Method
Links
mIoU
SAM-HQ
Backbone=ViT-H
2026.01
86.28
SAM-HQ 2
Backbone=Hiera-L
2026.01
86.25
SAM-HQ
Backbone=ViT-L
2026.01
86.12
SAM 2.1
Backbone=Hiera-L
2026.01
85.67
SAM
Backbone=ViT-H
2026.01
83.92
SAM-HQ
Backbone=ViT-B
2026.01
83.92
SAM
Backbone=ViT-L
2026.01
83.85
SAM 2.1
Backbone=Hiera-T
2026.01
83.65
SAM 2.1
Backbone=Hiera-B+
2026.01
83.39
SAM 2.1
Backbone=Hiera-S
2026.01
82.57
SAM
Backbone=ViT-B
2026.01
80.23
MobileSAM
Backbone=ViT-T
2026.01
76.54
RobustSAM
Backbone=ViT-B
2026.01
60.36
RobustSAM
Backbone=ViT-L
2026.01
27.97
RobustSAM
Backbone=ViT-H
2026.01
27.08
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