# Order Variance Analysis on Beer Distribution Game UTD Human Study Benchmark

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

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

Data updated: 2026-04-21T09:57:19.167Z

Evaluation of Order Variance Analysis performance on the Beer Distribution Game UTD Human Study Benchmark, reporting statistical measures like Mean, S.D., Median, and p-values.

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 UTD 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-utd-human-study-benchmark.md?metric=Mean>): Higher is better; unit: SCALAR.

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

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

## Recorded results

| Method | Mean | Result date | Report paper |
| --- | --- | --- | --- |
| UTD (Human) | 8434 | Not recorded | 69e704cb7d0172140ec7ef9b |
| UTD (Human) | 4347 | Not recorded | 69e704cb7d0172140ec7ef9b |
| DeepSeek-Original | 39.43 | Not recorded | 69e704cb7d0172140ec7ef9b |
| DeepSeek-Overall | 29.43 | Not recorded | 69e704cb7d0172140ec7ef9b |
| DeepSeek-Original | 20.15 | Not recorded | 69e704cb7d0172140ec7ef9b |
| DeepSeek-Overall | 17.71 | Not recorded | 69e704cb7d0172140ec7ef9b |

### UTD (Human)

Mean: 8434. Result ID: 69e749f047f34ce924ce00d5.

[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.

### UTD (Human)

Mean: 4347. Result ID: 69e749f047f34ce924ce00d6.

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

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

### DeepSeek-Original

Mean: 39.43. Result ID: 69e749f047f34ce924ce00d1.

[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.

### DeepSeek-Overall

Mean: 29.43. Result ID: 69e749f047f34ce924ce00d3.

[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.

### DeepSeek-Original

Mean: 20.15. Result ID: 69e749f047f34ce924ce00d2.

[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.

### DeepSeek-Overall

Mean: 17.71. Result ID: 69e749f047f34ce924ce00d4.

[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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