Concept Steerability on CUB 10 concepts 1k samples (test)
49.3SteerabilityCC-GAN+opt-int
Evaluation Results
| Method | Links | |
|---|---|---|
| CC-GAN+opt-intConcept Regime=Small balanced, Base Model=GAN, opt-int=true2025.03 | 49.3 | |
| CC-DDPM+opt-intConcept Regime=Small balanced, Base Model=DDPM, opt-int=true2025.03 | 45.4 | |
| CB-AE-GAN+opt-intConcept Regime=Small balanced, Base Model=GAN, opt-int=true2025.03 | 45.1 | |
| CB-AE-DDPM+opt-intConcept Regime=Small balanced, Base Model=DDPM, opt-int=true2025.03 | 37.3 | |
| CB-AE-DDPMConcept Regime=Small balanced, Base Model=DDPM, opt-int=false2025.03 | 25.8 | |
| CB-GANConcept Regime=Small balanced, Base Model=GAN, opt-int=false2025.03 | 21.3 | |
| CB-AE-GANConcept Regime=Small balanced, Base Model=GAN, opt-int=false2025.03 | 19.9 | |
| ACGANConcept Regime=Small balanced, Base Model=GAN, opt-int=false2025.03 | 18.5 | |
| CB-DDPMConcept Regime=Small balanced, Base Model=DDPM, opt-int=false2025.03 | 14.8 | |
| CGANConcept Regime=Small balanced, Base Model=GAN, opt-int=false2025.03 | 5.4 | |
| CF-DDPMConcept Regime=Small balanced, Base Model=DDPM, opt-int=false2025.03 | 2.7 | |
| CG-DDPMConcept Regime=Small balanced, Base Model=DDPM, opt-int=false2025.03 | 2.1 |