# Campaign Assignment on Baby Products (Runtime)

Source: [Campaign Assignment on Baby Products (Runtime)](<https://www.sota2.com/research/sota/campaign-assignment-on-baby-products-runtime>)

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

Data updated: 2026-06-09T11:24:34.790Z

Evaluation of model performance for Campaign Assignment on the Baby Products dataset, specifically measuring Runtime.

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 | Campaign Assignment |
| Dataset (including any stated split) | Baby Products |
| Metric | Runtime |
| Unit | TIME |
| Direction | Lower 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

- [Runtime](<https://www.sota2.com/research/sota/campaign-assignment-on-baby-products-runtime.md?metric=Runtime>): Lower is better; unit: TIME.

## Recorded results

| Method | Runtime | Result date | Report paper |
| --- | --- | --- | --- |
| Constrained Spectral Biclustering | 5.1 | Not recorded | 6a279e9790966ade919bfd32 |
| Bandit UCB1 | 5.8 | Not recorded | 6a279e9790966ade919bfd32 |
| Bandit Thompson | 7.9 | Not recorded | 6a279e9790966ade919bfd32 |
| Simulated Annealing | 37.4 | Not recorded | 6a279e9790966ade919bfd32 |
| Greedy Local Search | 56.2 | Not recorded | 6a279e9790966ade919bfd32 |

### Constrained Spectral Biclustering

Runtime: 5.1. Result ID: 6a27f65cfbc373592c25bc9a.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

Recorded evaluation configuration: {"Number of runs":"1","Unit":"minutes"}. This record does not assert independent reproduction.

### Bandit UCB1

Runtime: 5.8. Result ID: 6a27f65cfbc373592c25bc9c.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

Recorded evaluation configuration: {"Number of runs":"10","Unit":"minutes"}. This record does not assert independent reproduction.

### Bandit Thompson

Runtime: 7.9. Result ID: 6a27f65cfbc373592c25bc9b.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

Recorded evaluation configuration: {"Number of runs":"10","Unit":"minutes"}. This record does not assert independent reproduction.

### Simulated Annealing

Runtime: 37.4. Result ID: 6a27f65cfbc373592c25bc9d.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

Recorded evaluation configuration: {"Number of runs":"1","Unit":"hours"}. This record does not assert independent reproduction.

### Greedy Local Search

Runtime: 56.2. Result ID: 6a27f65cfbc373592c25bc99.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e9790966ade919bfd32.md>)

Recorded evaluation configuration: {"Number of runs":"10","Unit":"minutes"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.