# Social Deduction (Civilian Role) on Undercover game Civilian role (test)

Source: [Social Deduction (Civilian Role) on Undercover game Civilian role (test)](<https://www.sota2.com/research/sota/social-deduction-civilian-role-on-undercover-game-civilian-role-test>)

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

Data updated: 2026-02-26T06:08:53.303Z

Evaluation of the Civilian Role performance in the Social Deduction task using the test split of the Undercover game dataset, measured by metrics like WR, PPC, and IISC.

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 | Social Deduction (Civilian Role) |
| Dataset (including any stated split) | Undercover game Civilian role (test) |
| Metric | Win Rate |
| 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

- [Win Rate](<https://www.sota2.com/research/sota/social-deduction-civilian-role-on-undercover-game-civilian-role-test.md?metric=Win%20Rate>): Higher is better; unit: SCALAR.

- [PPC](<https://www.sota2.com/research/sota/social-deduction-civilian-role-on-undercover-game-civilian-role-test.md?metric=PPC>): Higher is better; unit: SCALAR.

- [IISC](<https://www.sota2.com/research/sota/social-deduction-civilian-role-on-undercover-game-civilian-role-test.md?metric=IISC>): Higher is better; unit: SCALAR.

- [Error Rate](<https://www.sota2.com/research/sota/social-deduction-civilian-role-on-undercover-game-civilian-role-test.md?metric=Error%20Rate>): Lower is better; unit: SCALAR.

- [SIAA](<https://www.sota2.com/research/sota/social-deduction-civilian-role-on-undercover-game-civilian-role-test.md?metric=SIAA>): Higher is better; unit: SCALAR.

- [OIAA](<https://www.sota2.com/research/sota/social-deduction-civilian-role-on-undercover-game-civilian-role-test.md?metric=OIAA>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Win Rate | Result date | Report paper |
| --- | --- | --- | --- |
| CoMet w/o Met. | 0.85 | Not recorded | 68fa78c81e209131cea7a7bc |
| CoMet | 0.85 | Not recorded | 68fa78c81e209131cea7a7bc |
| CoT | 0.8 | Not recorded | 68fa78c81e209131cea7a7bc |
| CoMet | 0.7 | Not recorded | 68fa78c81e209131cea7a7bc |
| CoT | 0.65 | Not recorded | 68fa78c81e209131cea7a7bc |
| CoMet w/o Met. | 0.55 | Not recorded | 68fa78c81e209131cea7a7bc |

### CoMet w/o Met.

Win Rate: 0.85. Result ID: 6995a31e3badfaffe6a032ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Implementation](<https://github.com/Yeswolo/CoMet>)

Recorded evaluation configuration: {"Opponent baseline":"against CoT"}. This record does not assert independent reproduction.

### CoMet

Win Rate: 0.85. Result ID: 6995a31e3badfaffe6a032ed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Implementation](<https://github.com/Yeswolo/CoMet>)

Recorded evaluation configuration: {"Opponent baseline":"against CoT"}. This record does not assert independent reproduction.

### CoT

Win Rate: 0.8. Result ID: 6995a31e3badfaffe6a032eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

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

Recorded evaluation configuration: {"Opponent baseline":"against CoT"}. This record does not assert independent reproduction.

### CoMet

Win Rate: 0.7. Result ID: 6995a31e3badfaffe6a032f0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Implementation](<https://github.com/Yeswolo/CoMet>)

Recorded evaluation configuration: {"Opponent baseline":"against CoMet w/o Met."}. This record does not assert independent reproduction.

### CoT

Win Rate: 0.65. Result ID: 6995a31e3badfaffe6a032ee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

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

Recorded evaluation configuration: {"Opponent baseline":"against CoMet w/o Met."}. This record does not assert independent reproduction.

### CoMet w/o Met.

Win Rate: 0.55. Result ID: 6995a31e3badfaffe6a032ef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c81e209131cea7a7bc.md>)

[Implementation](<https://github.com/Yeswolo/CoMet>)

Recorded evaluation configuration: {"Opponent baseline":"against CoMet w/o Met."}. This record does not assert independent reproduction.

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