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ResearchFormerly WizWand

Object Segmentation on TrashCan

76.5J&F ScoreStyleGen-Generic
43.63652.16860.769.232May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
StyleGen-Genericzero-shot=true, augmentation=StyleGen-Generic2026.0576.5
MixStylezero-shot=true, augmentation=MixStyle2026.0575.9
StyleGen-Targetedzero-shot=true, augmentation=StyleGen-Targeted2026.0575.8
RUAC-Style-Singlezero-shot=true, adversarial augmentation=Style-Single2026.0575
Bayes-SAM2zero-shot=true, uncertainty estimation=Bayesian2026.0574.9
Random Noisezero-shot=true, augmentation=Random Noise2026.0574.4
RUAC-Style-GCNzero-shot=true, adversarial augmentation=Style-GCN2026.0574.4
RUAC-Style-MultiBGzero-shot=true, adversarial augmentation=Style-MultiBG2026.0574.3
RUACzero-shot=true, framework=UE+AUE2026.0573.8
DSUzero-shot=true, augmentation=DSU2026.0573.7
UCTTAzero-shot=true, adaptation=test-time2026.0573.6
Patchzero-shot=true, augmentation=Patch2026.0573.2
PGDzero-shot=true, augmentation=PGD2026.0572.7
SAM2-FTzero-shot=true, fine-tuned on MOSE=true2026.0572.4
SAM2-FT-LoRAzero-shot=true, fine-tuned=LoRA on MOSE2026.0571.3
RUAC-Style-Globalzero-shot=true, adversarial augmentation=Style-Global2026.0571.3
RUAC-Style-Multizero-shot=true, adversarial augmentation=Style-Multi2026.0571
RUAC-Deformzero-shot=true, adversarial augmentation=Deform2026.0571
UR-ERNzero-shot=true2026.0568.5
SAM2zero-shot=true, uncertainty estimation=none2026.0544.9