# SORTING on SORTING w/ human

Source: [SORTING on SORTING w/ human](<https://www.sota2.com/research/sota/sorting-on-sorting-w-human>)

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

Data updated: 2026-03-11T08:12:31.356Z

Evaluation of sorting performance on the 'SORTING w/ human' dataset, measured by Success rate and average Duration in seconds.

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 | SORTING |
| Dataset (including any stated split) | SORTING w/ human |
| Metric | Success Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Success Rate](<https://www.sota2.com/research/sota/sorting-on-sorting-w-human.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

- [Duration (s)](<https://www.sota2.com/research/sota/sorting-on-sorting-w-human.md?metric=Duration%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| PACS | 80 | Not recorded | 6912c2f62828b7cc6937da9c |
| Control barrier function | 43 | Not recorded | 6912c2f62828b7cc6937da9c |

### PACS

Success Rate: 80. Result ID: 69b123eb6dbb7075b95b68ea.

[Reporting paper](<https://www.sota2.com/research/paper/6912c2f62828b7cc6937da9c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6912c2f62828b7cc6937da9c.md>)

Recorded evaluation configuration: {"Safety Filter":"PACS (ours)"}. This record does not assert independent reproduction.

### Control barrier function

Success Rate: 43. Result ID: 69b123eb6dbb7075b95b68e9.

[Reporting paper](<https://www.sota2.com/research/paper/6912c2f62828b7cc6937da9c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65891e209131cea0ae8b.md>)

Recorded evaluation configuration: {"Safety Filter":"Control barrier function"}. This record does not assert independent reproduction.

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