Object Segmentation on TrashCan
76.5J&F ScoreStyleGen-Generic
Evaluation Results
| Method | Links | |
|---|---|---|
| StyleGen-Genericzero-shot=true, augmentation=StyleGen-Generic2026.05 | 76.5 | |
| MixStylezero-shot=true, augmentation=MixStyle2026.05 | 75.9 | |
| StyleGen-Targetedzero-shot=true, augmentation=StyleGen-Targeted2026.05 | 75.8 | |
| RUAC-Style-Singlezero-shot=true, adversarial augmentation=Style-Single2026.05 | 75 | |
| Bayes-SAM2zero-shot=true, uncertainty estimation=Bayesian2026.05 | 74.9 | |
| Random Noisezero-shot=true, augmentation=Random Noise2026.05 | 74.4 | |
| RUAC-Style-GCNzero-shot=true, adversarial augmentation=Style-GCN2026.05 | 74.4 | |
| RUAC-Style-MultiBGzero-shot=true, adversarial augmentation=Style-MultiBG2026.05 | 74.3 | |
| RUACzero-shot=true, framework=UE+AUE2026.05 | 73.8 | |
| DSUzero-shot=true, augmentation=DSU2026.05 | 73.7 | |
| UCTTAzero-shot=true, adaptation=test-time2026.05 | 73.6 | |
| Patchzero-shot=true, augmentation=Patch2026.05 | 73.2 | |
| PGDzero-shot=true, augmentation=PGD2026.05 | 72.7 | |
| SAM2-FTzero-shot=true, fine-tuned on MOSE=true2026.05 | 72.4 | |
| SAM2-FT-LoRAzero-shot=true, fine-tuned=LoRA on MOSE2026.05 | 71.3 | |
| RUAC-Style-Globalzero-shot=true, adversarial augmentation=Style-Global2026.05 | 71.3 | |
| RUAC-Style-Multizero-shot=true, adversarial augmentation=Style-Multi2026.05 | 71 | |
| RUAC-Deformzero-shot=true, adversarial augmentation=Deform2026.05 | 71 | |
| UR-ERNzero-shot=true2026.05 | 68.5 | |
| SAM2zero-shot=true, uncertainty estimation=none2026.05 | 44.9 |