Text-to-Image Generation on CelebA-HQ (SSCD, AES, CLIP)
0.93SSCDW/O mitigation
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| W/O mitigationBackbone=SD1.52026.05 | 0.93 | 5.46 | 29.54 | |
| W/O mitigationBackbone=SDXL2026.05 | 0.84 | 4.72 | 29.03 | |
| RTABackbone=SDXL2026.05 | 0.81 | 4.91 | 28.27 | |
| CFG-ReverseBackbone=SDXL2026.05 | 0.75 | 5.28 | 30.02 | |
| RTABackbone=SD1.52026.05 | 0.74 | 5.34 | 29.11 | |
| Prompt Optim.Backbone=SDXL2026.05 | 0.74 | 4.7 | 27.9 | |
| CFG-ReverseBackbone=SD1.52026.05 | 0.71 | 5.53 | 29.65 | |
| DP-LoRABackbone=SDXL2026.05 | 0.7 | 4.6 | 28.4 | |
| Prompt Optim.Backbone=SD1.52026.05 | 0.68 | 5.1 | 28.85 | |
| BAF-SoftBackbone=SDXL2026.05 | 0.68 | 6.13 | 32.45 | |
| BAF-HardBackbone=SDXL2026.05 | 0.67 | 6.1 | 32.36 | |
| AMGBackbone=SDXL2026.05 | 0.63 | 5.26 | 29.84 | |
| DP-LoRABackbone=SD1.52026.05 | 0.62 | 5.25 | 28.9 | |
| DeduplicationBackbone=SDXL2026.05 | 0.56 | 5.05 | 28.63 | |
| DeduplicationBackbone=SD1.52026.05 | 0.53 | 5.47 | 29.49 | |
| BAF-SoftBackbone=SD1.52026.05 | 0.52 | 5.67 | 31.45 | |
| BAF-HardBackbone=SD1.52026.05 | 0.44 | 5.51 | 31.24 | |
| AMGBackbone=SD1.52026.05 | 0.4 | 5.52 | 29.72 |