# Order Variance Analysis on Beer Distribution Game UW-Madison Human Study Benchmark

Source: [Order Variance Analysis on Beer Distribution Game UW-Madison Human Study Benchmark](<https://www.sota2.com/research/sota/order-variance-analysis-on-beer-distribution-game-uw-madison-human-study-benchmark>)

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

Data updated: 2026-04-21T09:57:19.188Z

Evaluation of statistical variance analysis (Mean, S.D., p-values) derived from the Beer Distribution Game UW-Madison Human Study.

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 | Order Variance Analysis |
| Dataset (including any stated split) | Beer Distribution Game UW-Madison Human Study Benchmark |
| Metric | Mean |
| 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

- [Mean](<https://www.sota2.com/research/sota/order-variance-analysis-on-beer-distribution-game-uw-madison-human-study-benchmark.md?metric=Mean>): Higher is better; unit: SCALAR.

- [Standard Deviation (S.D.)](<https://www.sota2.com/research/sota/order-variance-analysis-on-beer-distribution-game-uw-madison-human-study-benchmark.md?metric=Standard%20Deviation%20(S.D.)>): Lower is better; unit: SCALAR.

- [Median](<https://www.sota2.com/research/sota/order-variance-analysis-on-beer-distribution-game-uw-madison-human-study-benchmark.md?metric=Median>): Higher is better; unit: SCALAR.

- [P-value](<https://www.sota2.com/research/sota/order-variance-analysis-on-beer-distribution-game-uw-madison-human-study-benchmark.md?metric=P-value>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Mean | Result date | Report paper |
| --- | --- | --- | --- |
| UW-Mad. (Human) | 4647 | Not recorded | 69e704cb7d0172140ec7ef9b |
| UW-Mad. (Human) | 1148 | Not recorded | 69e704cb7d0172140ec7ef9b |
| GPT-Original | 58.45 | Not recorded | 69e704cb7d0172140ec7ef9b |
| GPT-Original | 40.39 | Not recorded | 69e704cb7d0172140ec7ef9b |
| GPT-Overall | 31.42 | Not recorded | 69e704cb7d0172140ec7ef9b |
| GPT-Overall | 13.72 | Not recorded | 69e704cb7d0172140ec7ef9b |

### UW-Mad. (Human)

Mean: 4647. Result ID: 69e749f047f34ce924ce00dc.

[Reporting paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

Recorded evaluation configuration: {"Information Sharing":"W/ IS"}. This record does not assert independent reproduction.

### UW-Mad. (Human)

Mean: 1148. Result ID: 69e749f047f34ce924ce00db.

[Reporting paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

Recorded evaluation configuration: {"Information Sharing":"W/O IS"}. This record does not assert independent reproduction.

### GPT-Original

Mean: 58.45. Result ID: 69e749f047f34ce924ce00d7.

[Reporting paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

Recorded evaluation configuration: {"Information Sharing":"W/O IS"}. This record does not assert independent reproduction.

### GPT-Original

Mean: 40.39. Result ID: 69e749f047f34ce924ce00d8.

[Reporting paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

Recorded evaluation configuration: {"Information Sharing":"W/ IS"}. This record does not assert independent reproduction.

### GPT-Overall

Mean: 31.42. Result ID: 69e749f047f34ce924ce00d9.

[Reporting paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

Recorded evaluation configuration: {"Information Sharing":"W/O IS"}. This record does not assert independent reproduction.

### GPT-Overall

Mean: 13.72. Result ID: 69e749f047f34ce924ce00da.

[Reporting paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e704cb7d0172140ec7ef9b.md>)

Recorded evaluation configuration: {"Information Sharing":"W/ IS"}. This record does not assert independent reproduction.

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