# Campaign Assignment on Interior Design

Source: [Campaign Assignment on Interior Design](<https://www.sota2.com/research/sota/campaign-assignment-on-interior-design>)

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

Data updated: 2026-06-09T11:24:34.747Z

Evaluation of campaign assignment performance on the Interior Design dataset, measured using metrics such as Lift, Gini, and Quality.

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) | Interior Design |
| Metric | Lift |
| Unit | SCALAR |
| 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

- [Lift](<https://www.sota2.com/research/sota/campaign-assignment-on-interior-design.md?metric=Lift>): Higher is better; unit: SCALAR.

- [Gini](<https://www.sota2.com/research/sota/campaign-assignment-on-interior-design.md?metric=Gini>): Higher is better; unit: PERCENT.

- [Quality](<https://www.sota2.com/research/sota/campaign-assignment-on-interior-design.md?metric=Quality>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Lift | Result date | Report paper |
| --- | --- | --- | --- |
| Constrained Spectral Biclustering | 183 | Not recorded | 6a279e9790966ade919bfd32 |
| Bandit UCB1 | 72 | Not recorded | 6a279e9790966ade919bfd32 |
| Greedy Local Search | 71 | Not recorded | 6a279e9790966ade919bfd32 |
| Bandit Thompson | 71 | Not recorded | 6a279e9790966ade919bfd32 |
| Simulated Annealing | 2 | Not recorded | 6a279e9790966ade919bfd32 |

### Constrained Spectral Biclustering

Lift: 183. Result ID: 6a27f65cfbc373592c25bc90.

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

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

Recorded evaluation configuration: {"Stochastic":"false","Runs":"1","Runtime (min)":"66.2"}. This record does not assert independent reproduction.

### Bandit UCB1

Lift: 72. Result ID: 6a27f65cfbc373592c25bc92.

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

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

Recorded evaluation configuration: {"Stochastic":"true","Runs":"10","Runtime (min)":"54.6 ± 4.0"}. This record does not assert independent reproduction.

### Greedy Local Search

Lift: 71. Result ID: 6a27f65cfbc373592c25bc8f.

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

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

Recorded evaluation configuration: {"Stochastic":"true","Runs":"10","Runtime (min)":"63.7 ± 10.9"}. This record does not assert independent reproduction.

### Bandit Thompson

Lift: 71. Result ID: 6a27f65cfbc373592c25bc91.

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

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

Recorded evaluation configuration: {"Stochastic":"true","Runs":"10","Runtime (min)":"68.6 ± 9.1"}. This record does not assert independent reproduction.

### Simulated Annealing

Lift: 2. Result ID: 6a27f65cfbc373592c25bc93.

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

Recorded evaluation configuration: {"Stochastic":"true","Runs":"1","Runtime (h)":"98.9"}. This record does not assert independent reproduction.

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