# e-good arm identification on Example 1

Source: [e-good arm identification on Example 1](<https://www.sota2.com/research/sota/e-good-arm-identification-on-example-1>)

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

Data updated: 2026-02-26T05:45:11.712Z

Evaluation of e-good arm identification performance on the Example 1 dataset, measured by the 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 | e-good arm identification |
| Dataset (including any stated split) | Example 1 |
| Metric | False Selection Probability |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 8 of 8 |
| 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/e-good-arm-identification-on-example-1.md?metric=False%20Selection%20Probability>): Lower is better; unit: PERCENT.

## Recorded results

| Method | False Selection Probability | Result date | Report paper |
| --- | --- | --- | --- |
| iKG-ϵ | 3 | Not recorded | 68fa710a1e209131cea4ed72 |
| (ST)2 | 7 | Not recorded | 68fa710a1e209131cea4ed72 |
| APT | 17 | Not recorded | 68fa710a1e209131cea4ed72 |
| iKG-ϵ | 17 | Not recorded | 68fa710a1e209131cea4ed72 |
| Equal Allocation | 20 | Not recorded | 68fa710a1e209131cea4ed72 |
| APT | 28 | Not recorded | 68fa710a1e209131cea4ed72 |
| (ST)2 | 29 | Not recorded | 68fa710a1e209131cea4ed72 |
| Equal Allocation | 54 | Not recorded | 68fa710a1e209131cea4ed72 |

### iKG-ϵ

False Selection Probability: 3. Result ID: 6991910f3a6c3148490906c1.

[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":4000}. This record does not assert independent reproduction.

### (ST)2

False Selection Probability: 7. Result ID: 6991910f3a6c3148490906bf.

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

Recorded evaluation configuration: {"Sample size":4000}. This record does not assert independent reproduction.

### APT

False Selection Probability: 17. Result ID: 6991910f3a6c3148490906bd.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62841e209131ce9f9c9c.md>)

Recorded evaluation configuration: {"Sample size":4000}. This record does not assert independent reproduction.

### iKG-ϵ

False Selection Probability: 17. Result ID: 6991910f3a6c3148490906c0.

[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: 20. Result ID: 6991910f3a6c3148490906bb.

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

Recorded evaluation configuration: {"Sample size":4000}. This record does not assert independent reproduction.

### APT

False Selection Probability: 28. Result ID: 6991910f3a6c3148490906bc.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62841e209131ce9f9c9c.md>)

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

### (ST)2

False Selection Probability: 29. Result ID: 6991910f3a6c3148490906be.

[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: 54. Result ID: 6991910f3a6c3148490906ba.

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

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

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