Promptable Segmentation on COCO
87.33mIoUSAM-HQ
Evaluation results
| Method | Links | |
|---|---|---|
| SAM-HQBackbone=ViT-L2026.01 | 87.33 | |
| SAM-HQBackbone=ViT-H2026.01 | 86.9 | |
| SAM-HQ 2Backbone=Hiera-L2026.01 | 86.59 | |
| SAM-HQBackbone=ViT-B2026.01 | 86.56 | |
| SAM 2.1Backbone=Hiera-L2026.01 | 85.45 | |
| SAMBackbone=ViT-L2026.01 | 85.16 | |
| SAMBackbone=ViT-H2026.01 | 85.14 | |
| SAM 2.1Backbone=Hiera-B+2026.01 | 84.8 | |
| SAM 2.1Backbone=Hiera-S2026.01 | 84.6 | |
| MobileSAMBackbone=ViT-T2026.01 | 84.46 | |
| SAM 2.1Backbone=Hiera-T2026.01 | 84.36 | |
| SAMBackbone=ViT-B2026.01 | 80.83 | |
| RobustSAMBackbone=ViT-B2026.01 | 75.74 | |
| RobustSAMBackbone=ViT-H2026.01 | 61.54 | |
| RobustSAMBackbone=ViT-L2026.01 | 52.7 | |
| CleanPrompt=Point, Target Model=SAM-Huge2026.05 | 48.5 | |
| UAP-SAM2Prompt=Point, Target Model=SAM-Huge2026.05 | 44.9 | |
| DarkLLMPrompt=Box, Target Model=SAM-Base2026.05 | 30.5 | |
| DarkLLMPrompt=Point, Target Model=SAM-Huge2026.05 | 24.3 |