Text-to-image generation on CheXpert (test)
0.892AUCReal+Synthetic Data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Real+Synthetic Data2024.12 | 0.892 | — | — | |
| Real Data2024.12 | 0.88 | — | — | |
| Stable Diffusion + Basic FTLatent Drift (LD)=true2024.12 | 0.746 | 84 | 0.077 | |
| Stable Diffusion + Basic FTLatent Drift (LD)=false2024.12 | 0.672 | 112 | 0.097 | |
| Textual InversionLatent Drift (LD)=true2024.12 | 0.64 | 133.18 | 0.085 | |
| Textual InversionLatent Drift (LD)=false2024.12 | 0.6 | 171.77 | 0.135 | |
| Custom DiffusionLatent Drift (LD)=true2024.12 | 0.593 | 315 | 0.27 | |
| DreamBoothLatent Drift (LD)=true2024.12 | 0.582 | 177 | 0.145 | |
| Custom DiffusionLatent Drift (LD)=false2024.12 | 0.573 | 323 | 0.275 | |
| DreamBoothLatent Drift (LD)=false2024.12 | 0.567 | 188 | 0.175 | |
| Stable DiffusionLatent Drift (LD)=false2024.12 | 0.426 | 331 | 0.286 |