Jailbreak Attack Defense on JailbreakV-28K v1 (test)
38.16Defense Success Rate (Noise - T)Original
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OriginalModel=Qwen2.5-VL-7B2026.02 | 38.16 | 15.24 | 24.3 | 33.55 | 12.19 | 13.28 | 36.81 | 9.12 | 9.2 | 34.36 | 10.92 | 8.21 | 20.45 | |
| ECSOModel=Qwen2.5-VL-7B2026.02 | 33.4 | 13.12 | 22.14 | 28.94 | 10.61 | 11.02 | 32.1 | 7.51 | 7.41 | 29.33 | 8.91 | 5.22 | 17.48 | |
| CoCAModel=Qwen2.5-VL-7B2026.02 | 32.15 | 12.86 | 21.62 | 27.85 | 10.23 | 10.81 | 31.34 | 6.72 | 6.75 | 28.53 | 8.47 | 5.4 | 16.89 | |
| AdashieldModel=Qwen2.5-VL-7B2026.02 | 14.22 | 5.1 | 8.13 | 12.66 | 4.25 | 3.1 | 13.38 | 3.12 | 3.56 | 12.91 | 3.87 | 2.9 | 7.27 | |
| shiftDCModel=Qwen2.5-VL-7B2026.02 | 9.66 | 3.14 | 5.23 | 8.48 | 3.66 | 2.16 | 10.51 | 1.8 | 2 | 8.57 | 2.2 | 2.7 | 5.01 | |
| RAIModel=Qwen2.5-VL-7B2026.02 | 1.35 | 0.58 | 6.52 | 6.13 | 0 | 1.35 | 4.95 | 0 | 1.35 | 7.74 | 0 | 1.35 | 2.61 |