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Benchmarks
Promptable Segmentation on PASCAL-VOC 2012
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87.97
IoU
SAM-HQ
54.8044
63.4147
72.025
80.6353
Jan 21, 2026
IoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
IoU
SAM-HQ
Backbone=ViT-L
2026.01
87.97
SAM-HQ
Backbone=ViT-H
2026.01
87.81
SAM-HQ 2
Backbone=Hiera-L
2026.01
87.47
SAM 2.1
Backbone=Hiera-L
2026.01
87.26
SAM 2.1
Backbone=Hiera-B+
2026.01
87.18
SAM 2.1
Backbone=Hiera-T
2026.01
86.79
SAM
Backbone=ViT-H
2026.01
86.22
SAM
Backbone=ViT-L
2026.01
86.15
SAM-HQ
Backbone=ViT-B
2026.01
85.99
SAM 2.1
Backbone=Hiera-S
2026.01
85.82
SAM
Backbone=ViT-B
2026.01
82.41
MobileSAM
Backbone=ViT-T
2026.01
82.05
RobustSAM
Backbone=ViT-B
2026.01
73.1
RobustSAM
Backbone=ViT-H
2026.01
58.9
RobustSAM
Backbone=ViT-L
2026.01
56.08
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