Safety failure elicitation on Safety objective evaluated by gemma3-27b
4.61Response Realism ScoreHuman
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HumanRefinement category=Query Refinement2026.05 | 4.61 | — | — | 53 | 0 | 45 | 78 | 88 | 0 | 88.9 | 0 | |
| PQRRefinement category=Query Refinement2026.05 | 3.92 | 9.32 | 1 | 57 | 7.55 | 41 | 85 | 96 | 3.06 | 137.91 | 55.13 | |
| ACERefinement category=Prompt Refinement2026.05 | 3.81 | 10.89 | 1.5 | 48 | -9.43 | 68 | 83 | 85 | 18.04 | 113.43 | 27.59 | |
| TAPRefinement category=Query Refinement2026.05 | 3.41 | 5.56 | 2.1 | 61 | 15.09 | 54 | 86 | 95 | 12.74 | 165.15 | 85.77 | |
| GEPARefinement category=Prompt Refinement2026.05 | 2.95 | 6.67 | 2 | 51 | -3.77 | 33 | 71 | 84 | -13.4 | 160.05 | 80.03 | |
| PAIRRefinement category=Query Refinement2026.05 | 2.49 | 4.16 | 2.1 | 64 | 20.75 | 34 | 78 | 94 | -5.88 | 161.56 | 81.73 |