Backdoor Detection on MS-COCO (val)
98.4RickBKDT2IShieldCDA
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| T2IShieldCDABackbone=Stable Diffusion v1.42026.04 | 98.4 | 86.8 | 97 | 49.7 | 49.2 | 76.2 | |
| SETBackbone=Stable Diffusion v1.42026.04 | 97.9 | 96.9 | 99.3 | 65.1 | 64.9 | 84.8 | |
| DAA-SBackbone=Stable Diffusion v1.42026.04 | 94.3 | 85.5 | 98 | 65 | 48.6 | 78.3 | |
| NaviT2IBackbone=Stable Diffusion v1.42026.04 | 88.2 | 93.2 | 93.1 | 61.2 | 52.1 | 77.6 | |
| DAA-IBackbone=Stable Diffusion v1.42026.04 | 87.9 | 74.1 | 92.1 | 73.1 | 46.8 | 74.8 | |
| T2IShieldFTTBackbone=Stable Diffusion v1.42026.04 | 85.7 | 67.6 | 64.4 | 42.4 | 40.1 | 60 | |
| UFIDBackbone=Stable Diffusion v1.42026.04 | 50.1 | 99.8 | 50.1 | 51.8 | 50 | 60.4 |