Image Generation on ImageNet (Inception FID, CLIP FID)
15.52Inception FIDDynamic Guidance
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dynamic GuidanceGuidance scale (λ)=10, Sampling strategy=balanced2025.10 | 15.52 | 27.93 | |
| Classifier GuidanceGuidance scale (λ)=102025.10 | 17.05 | 30.01 | |
| Classifier GuidanceGuidance scale (λ)=202025.10 | 21.45 | 40.5 | |
| Dynamic GuidanceGuidance scale (λ)=22025.10 | 25.36 | 36.66 | |
| Dynamic GuidanceGuidance scale (λ)=102025.10 | 25.57 | 32.68 | |
| Dynamic GuidanceGuidance scale (λ)=202025.10 | 25.58 | 37.07 | |
| Dynamic GuidanceGuidance scale (λ)=12025.10 | 27.46 | 38.21 | |
| Classifier GuidanceGuidance scale (λ)=22025.10 | 32.96 | 41.15 | |
| Uncond. ADM2025.10 | 37.48 | 42.93 | |
| Classifier GuidanceGuidance scale (λ)=12025.10 | 43.72 | 48.02 |