# Personality Steering on Big Five self-eval

Source: [Personality Steering on Big Five self-eval](<https://www.sota2.com/research/sota/personality-steering-on-big-five-self-eval>)

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

Data updated: 2026-05-08T10:28:08.855Z

Evaluation of model performance on the Personality Steering task using the Big Five self-evaluation dataset, measured by the DAS metric.

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 | Personality Steering |
| Dataset (including any stated split) | Big Five self-eval |
| Metric | DAS |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [DAS](<https://www.sota2.com/research/sota/personality-steering-on-big-five-self-eval.md?metric=DAS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | DAS | Result date | Report paper |
| --- | --- | --- | --- |
| Memory Inception | 0.775 | Not recorded | 69fd6e1c5497b3b670c89492 |
| Prompt | 0.645 | Not recorded | 69fd6e1c5497b3b670c89492 |
| Prompt | 0.355 | Not recorded | 69fd6e1c5497b3b670c89492 |
| Memory Inception | 0.27 | Not recorded | 69fd6e1c5497b3b670c89492 |
| CAA | 0.185 | Not recorded | 69fd6e1c5497b3b670c89492 |
| CAA | 0.115 | Not recorded | 69fd6e1c5497b3b670c89492 |

### Memory Inception

DAS: 0.775. Result ID: 69fdbab147f34ce924e153a0.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

Recorded evaluation configuration: {"Model":"Llama3.1-8B","Setting":"–"}. This record does not assert independent reproduction.

### Prompt

DAS: 0.645. Result ID: 69fdbab147f34ce924e1539e.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa680c1e209131cea19d53.md>)

[Implementation](<https://github.com/openai/gpt-3/blob/master/overlap_frequency.md>)

Recorded evaluation configuration: {"Model":"Llama3.1-8B","Setting":"–"}. This record does not assert independent reproduction.

### Prompt

DAS: 0.355. Result ID: 69fdbab147f34ce924e153a1.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa680c1e209131cea19d53.md>)

[Implementation](<https://github.com/openai/gpt-3/blob/master/overlap_frequency.md>)

Recorded evaluation configuration: {"Model":"Qwen3-30B-A3B","Setting":"–"}. This record does not assert independent reproduction.

### Memory Inception

DAS: 0.27. Result ID: 69fdbab147f34ce924e153a3.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

Recorded evaluation configuration: {"Model":"Qwen3-30B-A3B","Setting":"–"}. This record does not assert independent reproduction.

### CAA

DAS: 0.185. Result ID: 69fdbab147f34ce924e1539f.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74051e209131cea5f4ad.md>)

Recorded evaluation configuration: {"Model":"Llama3.1-8B","Setting":"–"}. This record does not assert independent reproduction.

### CAA

DAS: 0.115. Result ID: 69fdbab147f34ce924e153a2.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1c5497b3b670c89492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74051e209131cea5f4ad.md>)

Recorded evaluation configuration: {"Model":"Qwen3-30B-A3B","Setting":"–"}. This record does not assert independent reproduction.

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