# Jailbreak Attack on StrongREJECT 2024 (Full)

Source: [Jailbreak Attack on StrongREJECT 2024 (Full)](<https://www.sota2.com/research/sota/jailbreak-attack-on-strongreject-2024-full>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:22:29.670Z

Evaluation of model performance against jailbreak attacks using the full set of the StrongREJECT 2024 dataset, measured by metrics including AK, AG, AA, AU, and AP.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Jailbreak Attack |
| Dataset (including any stated split) | StrongREJECT 2024 (Full) |
| Metric | AK |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [AK](<https://www.sota2.com/research/sota/jailbreak-attack-on-strongreject-2024-full.md?metric=AK>): Higher is better; unit: PERCENT.

- [AG](<https://www.sota2.com/research/sota/jailbreak-attack-on-strongreject-2024-full.md?metric=AG>): Higher is better; unit: PERCENT.

- [AA](<https://www.sota2.com/research/sota/jailbreak-attack-on-strongreject-2024-full.md?metric=AA>): Higher is better; unit: PERCENT.

- [AU](<https://www.sota2.com/research/sota/jailbreak-attack-on-strongreject-2024-full.md?metric=AU>): Higher is better; unit: PERCENT.

- [AP](<https://www.sota2.com/research/sota/jailbreak-attack-on-strongreject-2024-full.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AK | Result date | Report paper |
| --- | --- | --- | --- |
| SCAV | 100 | Not recorded | 68fa7a761e209131cea83657 |
| SCAV | 100 | Not recorded | 68fa7a761e209131cea83657 |
| CAVGAN | 99.79 | Not recorded | 68fa7a761e209131cea83657 |
| SCAV | 99.04 | Not recorded | 68fa7a761e209131cea83657 |
| CAVGAN | 98.77 | Not recorded | 68fa7a761e209131cea83657 |
| CAVGAN | 98.77 | Not recorded | 68fa7a761e209131cea83657 |
| JRE | 84 | Not recorded | 68fa7a761e209131cea83657 |
| JRE | 81.92 | Not recorded | 68fa7a761e209131cea83657 |
| JRE | 77.65 | Not recorded | 68fa7a761e209131cea83657 |

### SCAV

AK: 100. Result ID: 698b78117a967eddb76eda1f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75ff1e209131cea6ad3a.md>)

Recorded evaluation configuration: {"Victim LLM":"Llama3.1-8B"}. This record does not assert independent reproduction.

### SCAV

AK: 100. Result ID: 698b78117a967eddb76eda22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75ff1e209131cea6ad3a.md>)

Recorded evaluation configuration: {"Victim LLM":"Mistral-8B"}. This record does not assert independent reproduction.

### CAVGAN

AK: 99.79. Result ID: 698b78117a967eddb76eda21.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Implementation](<https://github.com/NLPGM/CAVGAN.>)

Recorded evaluation configuration: {"Victim LLM":"Llama3.1-8B"}. This record does not assert independent reproduction.

### SCAV

AK: 99.04. Result ID: 698b78117a967eddb76eda1c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75ff1e209131cea6ad3a.md>)

Recorded evaluation configuration: {"Victim LLM":"Qwen2.5-7B"}. This record does not assert independent reproduction.

### CAVGAN

AK: 98.77. Result ID: 698b78117a967eddb76eda1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Implementation](<https://github.com/NLPGM/CAVGAN.>)

Recorded evaluation configuration: {"Victim LLM":"Qwen2.5-7B"}. This record does not assert independent reproduction.

### CAVGAN

AK: 98.77. Result ID: 698b78117a967eddb76eda24.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Implementation](<https://github.com/NLPGM/CAVGAN.>)

Recorded evaluation configuration: {"Victim LLM":"Mistral-8B"}. This record does not assert independent reproduction.

### JRE

AK: 84. Result ID: 698b78117a967eddb76eda23.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b01.md>)

Recorded evaluation configuration: {"Victim LLM":"Mistral-8B"}. This record does not assert independent reproduction.

### JRE

AK: 81.92. Result ID: 698b78117a967eddb76eda1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b01.md>)

Recorded evaluation configuration: {"Victim LLM":"Qwen2.5-7B"}. This record does not assert independent reproduction.

### JRE

AK: 77.65. Result ID: 698b78117a967eddb76eda20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a761e209131cea83657.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b01.md>)

Recorded evaluation configuration: {"Victim LLM":"Llama3.1-8B"}. This record does not assert independent reproduction.

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