# Rationale Extraction on BeerAdvocate Palate aspect standard (test)

Source: [Rationale Extraction on BeerAdvocate Palate aspect standard (test)](<https://www.sota2.com/research/sota/rationale-extraction-on-beeradvocate-palate-aspect-standard-test>)

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

Data updated: 2026-02-26T05:28:01.690Z

Evaluation of Rationale Extraction performance on the test split of the BeerAdvocate Palate aspect standard dataset, typically measured using Accuracy, Precision, Recall, and F1 score.

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 | Rationale Extraction |
| Dataset (including any stated split) | BeerAdvocate Palate aspect standard (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/rationale-extraction-on-beeradvocate-palate-aspect-standard-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/rationale-extraction-on-beeradvocate-palate-aspect-standard-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/rationale-extraction-on-beeradvocate-palate-aspect-standard-test.md?metric=Recall>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/rationale-extraction-on-beeradvocate-palate-aspect-standard-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| HardKuma | 0.844 | Not recorded | 68fa6b151e209131cea2c091 |
| A2R | 0.84 | Not recorded | 68fa6b151e209131cea2c091 |
| 3PLAYER | 0.839 | Not recorded | 68fa6b151e209131cea2c091 |
| RNP | 0.838 | Not recorded | 68fa6b151e209131cea2c091 |

### HardKuma

Accuracy: 0.844. Result ID: 698e53e4ffc3901de09caaa3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b151e209131cea2c091.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67cc1e209131cea187c2.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### A2R

Accuracy: 0.84. Result ID: 698e53e4ffc3901de09caaa6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b151e209131cea2c091.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b151e209131cea2c091.md>)

[Implementation](<https://github.com/Gorov/Understanding_Interlocking>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### 3PLAYER

Accuracy: 0.839. Result ID: 698e53e4ffc3901de09caaa5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b151e209131cea2c091.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66cb1e209131cea12542.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RNP

Accuracy: 0.838. Result ID: 698e53e4ffc3901de09caaa4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b151e209131cea2c091.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa658b1e209131cea0af88.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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