Promptable Segmentation on COCO MVal (test)
89.46TightSAM-HQ 2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAM-HQ 2Backbone=Hiera-L2026.01 | 89.46 | 66.6 | 91.7 | 25.1 | |
| SAM 2.1Backbone=Hiera-B+2026.01 | 88.31 | 57.52 | 90.69 | 33.18 | |
| SAM 2.1Backbone=Hiera-L2026.01 | 87.8 | 59.77 | 90.08 | 30.3 | |
| SAM-HQBackbone=ViT-L2026.01 | 87.77 | 74.68 | 89.9 | 15.22 | |
| SAM-HQBackbone=ViT-H2026.01 | 87.67 | 76.73 | 89.52 | 12.79 | |
| SAM-HQBackbone=ViT-B2026.01 | 87.66 | 70.67 | 90.36 | 19.69 | |
| SAMBackbone=ViT-L2026.01 | 87.63 | 71.06 | 89.36 | 18.3 | |
| SAMBackbone=ViT-H2026.01 | 87.48 | 74.72 | 89.03 | 14.31 | |
| SAM 2.1Backbone=Hiera-S2026.01 | 87.09 | 52.55 | 89.6 | 37.05 | |
| SAMBackbone=ViT-B2026.01 | 86.95 | 67.73 | 89.76 | 22.03 | |
| MobileSAMBackbone=ViT-T2026.01 | 86.88 | 71.5 | 89.4 | 17.9 | |
| SAM 2.1Backbone=Hiera-T2026.01 | 86.87 | 55.8 | 89.76 | 33.96 | |
| RobustSAMBackbone=ViT-B2026.01 | 77.66 | 31.52 | 82.57 | 51.05 | |
| RobustSAMBackbone=ViT-L2026.01 | 52.06 | 4.22 | 57.92 | 53.7 | |
| RobustSAMBackbone=ViT-H2026.01 | 34.15 | 23.37 | 37.49 | 14.12 |