# Empathically Neutral Compromise Generation on User Study 100 pairs (test)

Source: [Empathically Neutral Compromise Generation on User Study 100 pairs (test)](<https://www.sota2.com/research/sota/empathically-neutral-compromise-generation-on-user-study-100-pairs-test>)

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

Data updated: 2026-04-28T10:31:28.029Z

Evaluation of models generating empathically neutral compromises based on 100 pairs of statements regarding place modifications, measured by human preference scores.

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 | Empathically Neutral Compromise Generation |
| Dataset (including any stated split) | User Study 100 pairs of statements about place modifications 1.0 (test) |
| Metric | First Preference |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [First Preference](<https://www.sota2.com/research/sota/empathically-neutral-compromise-generation-on-user-study-100-pairs-test.md?metric=First%20Preference>): Higher is better; unit: PERCENT.

- [Second Preference](<https://www.sota2.com/research/sota/empathically-neutral-compromise-generation-on-user-study-100-pairs-test.md?metric=Second%20Preference>): Higher is better; unit: PERCENT.

## Recorded results

| Method | First Preference | Result date | Report paper |
| --- | --- | --- | --- |
| COT+Feedback 2 | 40 | Not recorded | 69f03f8055a3c32af89fa5c9 |
| COT+Feedback 1 | 37 | Not recorded | 69f03f8055a3c32af89fa5c9 |
| COT | 18 | Not recorded | 69f03f8055a3c32af89fa5c9 |
| Single Prompt | 5 | Not recorded | 69f03f8055a3c32af89fa5c9 |
| Opposing View | 0 | Not recorded | 69f03f8055a3c32af89fa5c9 |

### COT+Feedback 2

First Preference: 40. Result ID: 69f08bb547f34ce924d72f70.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f8055a3c32af89fa5c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f8055a3c32af89fa5c9.md>)

Recorded evaluation configuration: {"selection":"second randomly selected compromise"}. This record does not assert independent reproduction.

### COT+Feedback 1

First Preference: 37. Result ID: 69f08bb547f34ce924d72f6f.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f8055a3c32af89fa5c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f8055a3c32af89fa5c9.md>)

Recorded evaluation configuration: {"selection":"first randomly selected compromise"}. This record does not assert independent reproduction.

### COT

First Preference: 18. Result ID: 69f08bb547f34ce924d72f6e.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f8055a3c32af89fa5c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e571e209131cea3f27b.md>)

Recorded evaluation configuration: {"selection":"one randomly selected compromise"}. This record does not assert independent reproduction.

### Single Prompt

First Preference: 5. Result ID: 69f08bb547f34ce924d72f6d.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f8055a3c32af89fa5c9.md>)

Recorded evaluation configuration: {"selection":"one randomly selected compromise"}. This record does not assert independent reproduction.

### Opposing View

First Preference: 0. Result ID: 69f08bb547f34ce924d72f6c.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f8055a3c32af89fa5c9.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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