Promptable Segmentation on PASCAL-VOC 2012 (test)
88.46TightnessSAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAMBackbone=ViT-H2026.01 | 88.46 | 74.85 | 89.56 | 14.7 | |
| SAM-HQ 2Backbone=Hiera-L2026.01 | 88.44 | 71.64 | 90.34 | 18.69 | |
| SAM 2.1Backbone=Hiera-L2026.01 | 88.32 | 56.18 | 89.68 | 33.5 | |
| SAMBackbone=ViT-L2026.01 | 88.21 | 71.26 | 89.4 | 18.14 | |
| SAM-HQBackbone=ViT-H2026.01 | 88.14 | 79.89 | 89.71 | 9.82 | |
| SAM-HQBackbone=ViT-L2026.01 | 87.92 | 77.46 | 89.63 | 12.17 | |
| SAM 2.1Backbone=Hiera-B+2026.01 | 87.79 | 54.5 | 89.21 | 34.71 | |
| SAM 2.1Backbone=Hiera-S2026.01 | 87.51 | 46.88 | 88.7 | 41.82 | |
| SAM 2.1Backbone=Hiera-T2026.01 | 87.21 | 46.36 | 88.55 | 42.19 | |
| SAMBackbone=ViT-B2026.01 | 86.13 | 60.54 | 88.43 | 27.89 | |
| SAM-HQBackbone=ViT-B2026.01 | 86.06 | 73.15 | 88.66 | 15.51 | |
| MobileSAMBackbone=ViT-T2026.01 | 85.81 | 70 | 87.81 | 17.81 | |
| RobustSAMBackbone=ViT-B2026.01 | 76.73 | 31.46 | 79.74 | 48.28 | |
| RobustSAMBackbone=ViT-L2026.01 | 68.4 | 5.05 | 73.92 | 68.86 | |
| RobustSAMBackbone=ViT-H2026.01 | 49.68 | 34.05 | 53.99 | 19.95 |