# User Satisfaction Assessment on User Satisfaction Survey

Source: [User Satisfaction Assessment on User Satisfaction Survey](<https://www.sota2.com/research/sota/user-satisfaction-assessment-on-user-satisfaction-survey>)

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

Data updated: 2026-04-01T08:57:35.530Z

Quantitative summary statistics (Mean, Median, Standard Deviation) derived from the User Satisfaction Survey dataset for the User Satisfaction Assessment task.

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 | User Satisfaction Assessment |
| Dataset (including any stated split) | User Satisfaction Survey |
| Metric | Mean Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Mean Score](<https://www.sota2.com/research/sota/user-satisfaction-assessment-on-user-satisfaction-survey.md?metric=Mean%20Score>): Higher is better; unit: SCALAR.

- [Standard Deviation](<https://www.sota2.com/research/sota/user-satisfaction-assessment-on-user-satisfaction-survey.md?metric=Standard%20Deviation>): Lower is better; unit: SCALAR.

- [Median Score](<https://www.sota2.com/research/sota/user-satisfaction-assessment-on-user-satisfaction-survey.md?metric=Median%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Mean Score | Result date | Report paper |
| --- | --- | --- | --- |
| 5W3H modified | 4.04 | Not recorded | 69cca6aa0636e5bf4afcbcd1 |
| 5W3H unmodified | 3.66 | Not recorded | 69cca6aa0636e5bf4afcbcd1 |
| Simple prompt | 3.16 | Not recorded | 69cca6aa0636e5bf4afcbcd1 |

### 5W3H modified

Mean Score: 4.04. Result ID: 69ccddec47f34ce924b6b3bf.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6aa0636e5bf4afcbcd1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cca6aa0636e5bf4afcbcd1.md>)

Recorded evaluation configuration: {"Condition":"D\_mod"}. This record does not assert independent reproduction.

### 5W3H unmodified

Mean Score: 3.66. Result ID: 69ccddec47f34ce924b6b3be.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6aa0636e5bf4afcbcd1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cca6aa0636e5bf4afcbcd1.md>)

Recorded evaluation configuration: {"Condition":"D\_raw"}. This record does not assert independent reproduction.

### Simple prompt

Mean Score: 3.16. Result ID: 69ccddec47f34ce924b6b3bd.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6aa0636e5bf4afcbcd1.md>)

Recorded evaluation configuration: {"Condition":"A"}. This record does not assert independent reproduction.

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