Promptable Segmentation on ADE20K (test)
0.7993Tight ScoreSAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAMBackbone=ViT-B2026.01 | 0.7993 | 0.4231 | 0.8426 | 0.4195 | |
| SAM-HQBackbone=ViT-L2026.01 | 0.7973 | 0.3311 | 0.8525 | 0.5215 | |
| MobileSAMBackbone=ViT-T2026.01 | 0.7962 | 0.4966 | 0.8368 | 0.3402 | |
| SAM-HQ 2Backbone=Hiera-L2026.01 | 0.796 | 0.2312 | 0.8579 | 0.6266 | |
| SAMBackbone=ViT-L2026.01 | 0.7943 | 0.392 | 0.8348 | 0.4428 | |
| SAM 2.1Backbone=Hiera-B+2026.01 | 0.7901 | 0.2232 | 0.8427 | 0.6195 | |
| SAM-HQBackbone=ViT-H2026.01 | 0.7877 | 0.4073 | 0.849 | 0.4417 | |
| SAMBackbone=ViT-H2026.01 | 0.7797 | 0.4924 | 0.8227 | 0.3303 | |
| SAM 2.1Backbone=Hiera-T2026.01 | 0.7769 | 0.2272 | 0.8295 | 0.6023 | |
| SAM-HQBackbone=ViT-B2026.01 | 0.7679 | 0.327 | 0.8421 | 0.5151 | |
| SAM 2.1Backbone=Hiera-L2026.01 | 0.7587 | 0.2339 | 0.8173 | 0.5834 | |
| SAM 2.1Backbone=Hiera-S2026.01 | 0.7534 | 0.1546 | 0.8034 | 0.6489 | |
| RobustSAMBackbone=ViT-B2026.01 | 0.7244 | 0.104 | 0.7813 | 0.6773 | |
| RobustSAMBackbone=ViT-H2026.01 | 0.5439 | 0.2308 | 0.6089 | 0.3781 | |
| RobustSAMBackbone=ViT-L2026.01 | 0.5385 | 0.0186 | 0.6131 | 0.5945 |