Jailbreak Attack Efficiency on HarmBench
15,198Attack Execution Time (s)Crescendo
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CrescendoHardware=NVIDIA RTX A6000 GPU2025.08 | 15,198 | — | — | 15,198 | |
| AGILE (w/o History)Hardware=NVIDIA RTX A6000 GPU, Dialogue History=None2025.08 | 17,064 | 1,542 | 11,576 | 30,182 | |
| AutoDANHardware=NVIDIA RTX A6000 GPU2025.08 | 27,125 | — | — | 27,125 | |
| ReNeLLMHardware=NVIDIA RTX A6000 GPU2025.08 | 29,504 | — | — | 29,504 | |
| AGILE (Full)Hardware=NVIDIA RTX A6000 GPU, Dialogue History=Full multi-turn2025.08 | 72,130 | 1,542 | 19,796 | 93,468 |