# Best Arm Identification on Example 1 Synthetic

Source: [Best Arm Identification on Example 1 Synthetic](<https://www.sota2.com/research/sota/best-arm-identification-on-example-1-synthetic>)

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

Data updated: 2026-02-26T05:45:11.816Z

Evaluation of Best Arm Identification performance on the Example 1 Synthetic dataset, measured by Probability of false selection.

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 | Best Arm Identification |
| Dataset (including any stated split) | Example 1 Synthetic |
| Metric | False Selection Probability |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

- [False Selection Probability](<https://www.sota2.com/research/sota/best-arm-identification-on-example-1-synthetic.md?metric=False%20Selection%20Probability>): Lower is better; unit: PERCENT.

## Recorded results

| Method | False Selection Probability | Result date | Report paper |
| --- | --- | --- | --- |
| iKG | 3 | Not recorded | 68fa710a1e209131cea4ed72 |
| TTEI | 7 | Not recorded | 68fa710a1e209131cea4ed72 |
| KG | 14 | Not recorded | 68fa710a1e209131cea4ed72 |
| EI | 21 | Not recorded | 68fa710a1e209131cea4ed72 |
| iKG | 21 | Not recorded | 68fa710a1e209131cea4ed72 |
| Equal Allocation | 22 | Not recorded | 68fa710a1e209131cea4ed72 |
| TTEI | 25 | Not recorded | 68fa710a1e209131cea4ed72 |
| KG | 29 | Not recorded | 68fa710a1e209131cea4ed72 |
| EI | 36 | Not recorded | 68fa710a1e209131cea4ed72 |
| Equal Allocation | 38 | Not recorded | 68fa710a1e209131cea4ed72 |

### iKG

False Selection Probability: 3. Result ID: 6991910f3a6c3148490906fb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"5000"}. This record does not assert independent reproduction.

### TTEI

False Selection Probability: 7. Result ID: 6991910f3a6c3148490906f7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63691e209131ce9fe8ae.md>)

Recorded evaluation configuration: {"Sample size":"5000"}. This record does not assert independent reproduction.

### KG

False Selection Probability: 14. Result ID: 6991910f3a6c3148490906f9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"5000"}. This record does not assert independent reproduction.

### EI

False Selection Probability: 21. Result ID: 6991910f3a6c3148490906f5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"5000"}. This record does not assert independent reproduction.

### iKG

False Selection Probability: 21. Result ID: 6991910f3a6c3148490906fa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"1000"}. This record does not assert independent reproduction.

### Equal Allocation

False Selection Probability: 22. Result ID: 6991910f3a6c3148490906f3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"5000"}. This record does not assert independent reproduction.

### TTEI

False Selection Probability: 25. Result ID: 6991910f3a6c3148490906f6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63691e209131ce9fe8ae.md>)

Recorded evaluation configuration: {"Sample size":"1000"}. This record does not assert independent reproduction.

### KG

False Selection Probability: 29. Result ID: 6991910f3a6c3148490906f8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"1000"}. This record does not assert independent reproduction.

### EI

False Selection Probability: 36. Result ID: 6991910f3a6c3148490906f4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"1000"}. This record does not assert independent reproduction.

### Equal Allocation

False Selection Probability: 38. Result ID: 6991910f3a6c3148490906f2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710a1e209131cea4ed72.md>)

Recorded evaluation configuration: {"Sample size":"1000"}. This record does not assert independent reproduction.

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