| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Quality Preservation | SD-Prompts (test) | FID48.95 | 13 | |
| Backdoor attack evaluation | SD-Prompts Phrase trigger (in-domain) | ASR (τ=0.85)99 | 4 | |
| Backdoor attack evaluation | SD-Prompts Unicode trigger (in-domain) | ASR (τ=0.85)98.7 | 4 | |
| Backdoor attack evaluation | SD-Prompts Syntactic trigger (in-domain) | ASR ($ au=0.85$)99.1 | 4 | |
| Watermark Verification | SD-Prompts (test) | TPR@1%FPR76.8 | 4 | |
| Stylized Image Generation | SD prompts Stylized results 1.4 | Style Loss10.14 | 4 |