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ResearchFormerly WizWand

Promptable Image Segmentation on COCO (val)

74mIoUClean
17.63232.26646.961.534May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CleanBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.0574
CleanBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.0573.9
CleanBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.0573.1
CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.0572.9
UADBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.0572.7
UADBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.0572.5
UADBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.0571.6
UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.0571.4
DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.0558.4
DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.0555.7
DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.0555.4
DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.0555.3
CleanBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.0555.2
UADBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.0552.7
CleanBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.0551
UADBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.0550
CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.0549.6
CleanBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.0549.5
UADBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.0548.3
UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.0548.2
DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.0523.4
DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.0521.4
DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.0521.1
DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.0519.8