# Black-box Optimization on Emb. Hartmann 6

Source: [Black-box Optimization on Emb. Hartmann 6](<https://www.sota2.com/research/sota/black-box-optimization-on-emb-hartmann-6>)

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

Data updated: 2026-02-26T05:37:46.422Z

Evaluation of black-box optimization algorithms on the Emb. Hartmann 6 function, measured by the highest observed value.

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 | Black-box Optimization |
| Dataset (including any stated split) | Emb. Hartmann 6 |
| Metric | Best Value |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Best Value](<https://www.sota2.com/research/sota/black-box-optimization-on-emb-hartmann-6.md?metric=Best%20Value>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Best Value | Result date | Report paper |
| --- | --- | --- | --- |
| meanBEEBO | 95.1 | Not recorded | 68fa75361e209131cea6672a |
| maxBEEBO | 93.6 | Not recorded | 68fa75361e209131cea6672a |
| q-UCB | 91.6 | Not recorded | 68fa75361e209131cea6672a |

### meanBEEBO

Best Value: 95.1. Result ID: 699393f93a6c31484916fc59.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75361e209131cea6672a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75361e209131cea6672a.md>)

[Implementation](<https://github.com/novonordisk-research/BEE-BO>)

Recorded evaluation configuration: {"d":100,"sqrt(kappa)":0.1,"Q":100,"rounds":10,"T'":"1 / (2 \* sqrt(kappa))"}. This record does not assert independent reproduction.

### maxBEEBO

Best Value: 93.6. Result ID: 699393f93a6c31484916fc5a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75361e209131cea6672a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75361e209131cea6672a.md>)

[Implementation](<https://github.com/novonordisk-research/BEE-BO>)

Recorded evaluation configuration: {"d":100,"sqrt(kappa)":1,"Q":100,"rounds":10,"T'":"1 / (2 \* sqrt(kappa))"}. This record does not assert independent reproduction.

### q-UCB

Best Value: 91.6. Result ID: 699393f93a6c31484916fc5b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75361e209131cea6672a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65201e209131cea08985.md>)

Recorded evaluation configuration: {"d":100,"sqrt(kappa)":10,"Q":100,"rounds":10}. This record does not assert independent reproduction.

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