# Feasible arm identification on Drug Selection

Source: [Feasible arm identification on Drug Selection](<https://www.sota2.com/research/sota/feasible-arm-identification-on-drug-selection>)

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

Data updated: 2026-02-26T05:55:03.709Z

Evaluation of Feasible arm identification performance on the Drug Selection dataset, measured by PFS (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 | Feasible arm identification |
| Dataset (including any stated split) | Drug Selection |
| Metric | PFS |
| Unit | SCALAR |
| 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

- [PFS](<https://www.sota2.com/research/sota/feasible-arm-identification-on-drug-selection.md?metric=PFS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PFS | Result date | Report paper |
| --- | --- | --- | --- |
| iKG-F | 0.01 | Not recorded | 68fa710a1e209131cea4ed72 |
| iKG-F | 0.01 | Not recorded | 68fa710a1e209131cea4ed72 |
| MD-SAR | 0.02 | Not recorded | 68fa710a1e209131cea4ed72 |
| Equal Allocation | 0.03 | Not recorded | 68fa710a1e209131cea4ed72 |
| Equal Allocation | 0.03 | Not recorded | 68fa710a1e209131cea4ed72 |
| MD-UCBE | 0.06 | Not recorded | 68fa710a1e209131cea4ed72 |
| MD-UCBE | 0.06 | Not recorded | 68fa710a1e209131cea4ed72 |
| MD-SAR | 0.06 | Not recorded | 68fa710a1e209131cea4ed72 |

### iKG-F

PFS: 0.01. Result ID: 6991910f3a6c31484909075e.

[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":100000}. This record does not assert independent reproduction.

### iKG-F

PFS: 0.01. Result ID: 6991910f3a6c31484909075f.

[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":140000}. This record does not assert independent reproduction.

### MD-SAR

PFS: 0.02. Result ID: 6991910f3a6c31484909075d.

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

Recorded evaluation configuration: {"Sample size":140000}. This record does not assert independent reproduction.

### Equal Allocation

PFS: 0.03. Result ID: 6991910f3a6c314849090758.

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

Recorded evaluation configuration: {"Sample size":100000}. This record does not assert independent reproduction.

### Equal Allocation

PFS: 0.03. Result ID: 6991910f3a6c314849090759.

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

Recorded evaluation configuration: {"Sample size":140000}. This record does not assert independent reproduction.

### MD-UCBE

PFS: 0.06. Result ID: 6991910f3a6c31484909075a.

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

Recorded evaluation configuration: {"Sample size":100000}. This record does not assert independent reproduction.

### MD-UCBE

PFS: 0.06. Result ID: 6991910f3a6c31484909075b.

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

Recorded evaluation configuration: {"Sample size":140000}. This record does not assert independent reproduction.

### MD-SAR

PFS: 0.06. Result ID: 6991910f3a6c31484909075c.

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

Recorded evaluation configuration: {"Sample size":100000}. This record does not assert independent reproduction.

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