Jailbreak Defense on JailbreakV-28K
8.4ASR (Noise, T)RAI
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RAIBase Model=LLaVA-1.5-7B2026.02 | 8.4 | 0 | 0 | 7.28 | 0 | 0 | 10.4 | 0 | 0 | 12.26 | 0 | 0 | 3.2 | |
| shiftDCBase Model=LLaVA-1.5-7B2026.02 | 15.66 | 12.5 | 11.2 | 9.12 | 3.22 | 3.84 | 12.51 | 6.5 | 5.56 | 11.22 | 3.47 | 10.64 | 8.79 | |
| AdashieldBase Model=LLaVA-1.5-7B2026.02 | 24.6 | 1.4 | 22.9 | 21.6 | 1.4 | 17.5 | 23.2 | 0.8 | 17.5 | 21.8 | 1.4 | 17.5 | 14.3 | |
| OriginalBase Model=LLaVA-1.5-7B2026.02 | 80.45 | 28.65 | 68.92 | 80.17 | 22.51 | 64.86 | 77.86 | 23.1 | 59.46 | 79.78 | 23.39 | 70.27 | 56.62 | |
| CoCABase Model=LLaVA-1.5-7B2026.02 | 81.33 | 27.33 | 60.53 | 82.3 | 21 | 66.44 | 60.56 | 22.06 | 55.36 | 80.86 | 30.33 | 66 | 54.51 | |
| ECSOBase Model=LLaVA-1.5-7B2026.02 | 82.84 | 24.5 | 67.23 | 76.35 | 22 | 60.95 | 77.63 | 22 | 60.45 | 69.77 | 24.56 | 69.23 | 54.79 |