Binary Unified Face Attack Detection on UniAttackData Protocol 1
99.6ACCUniShield
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniShieldParameters=7B2026.05 | 99.6 | 0.47 | |
| UniAttackDetection2026.05 | 99 | 0.97 | |
| UniShieldParameters=3B2026.05 | 98.6 | 1.42 | |
| CDCN2026.05 | 98.4 | 1.17 | |
| HiPTune2026.05 | 98.4 | 1.13 | |
| CLIP2026.05 | 93.6 | 50 | |
| CoOp2026.05 | 92.8 | 8.82 | |
| GPT-5.22026.05 | 80.2 | 42.4 | |
| Gemini-3-Pro2026.05 | 31.4 | 36.7 | |
| GLM-4.6V2026.05 | 8.5 | 49.7 |