# Runtime Evaluation on tretail

Source: [Runtime Evaluation on tretail](<https://www.sota2.com/research/sota/runtime-evaluation-on-tretail>)

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

Data updated: 2026-02-26T06:02:38.375Z

Evaluation of model runtime efficiency performance on the tretail dataset, measured by execution time 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 | Runtime Evaluation |
| Dataset (including any stated split) | tretail |
| Metric | Runtime (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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

- [Runtime (s)](<https://www.sota2.com/research/sota/runtime-evaluation-on-tretail.md?metric=Runtime%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Runtime (s) | Result date | Report paper |
| --- | --- | --- | --- |
| MP | 0.0299 | Not recorded | 697300a4b2be0ed85a78cb29 |
| AMP | 0.077 | Not recorded | 697300a4b2be0ed85a78cb29 |
| Ind | 0.493 | Not recorded | 697300a4b2be0ed85a78cb29 |
| smooth-PAC-MAP | 3.89 | Not recorded | 697300a4b2be0ed85a78cb29 |
| PAC-MAP | 3.99 | Not recorded | 697300a4b2be0ed85a78cb29 |

### MP

Runtime (s): 0.0299. Result ID: 699923055698665ec48a520e.

[Reporting paper](<https://www.sota2.com/research/paper/697300a4b2be0ed85a78cb29.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa606f1e209131ce9ef649.md>)

Recorded evaluation configuration: {"Query size":"10%","Trials":"10"}. This record does not assert independent reproduction.

### AMP

Runtime (s): 0.077. Result ID: 699923055698665ec48a520c.

[Reporting paper](<https://www.sota2.com/research/paper/697300a4b2be0ed85a78cb29.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639c1e209131ce9ffa18.md>)

Recorded evaluation configuration: {"Query size":"10%","Trials":"10"}. This record does not assert independent reproduction.

### Ind

Runtime (s): 0.493. Result ID: 699923055698665ec48a520d.

[Reporting paper](<https://www.sota2.com/research/paper/697300a4b2be0ed85a78cb29.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa60521e209131ce9ee9f8.md>)

Recorded evaluation configuration: {"Query size":"10%","Trials":"10"}. This record does not assert independent reproduction.

### smooth-PAC-MAP

Runtime (s): 3.89. Result ID: 699923055698665ec48a5210.

[Reporting paper](<https://www.sota2.com/research/paper/697300a4b2be0ed85a78cb29.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697300a4b2be0ed85a78cb29.md>)

Recorded evaluation configuration: {"Query size":"10%","Trials":"10"}. This record does not assert independent reproduction.

### PAC-MAP

Runtime (s): 3.99. Result ID: 699923055698665ec48a520f.

[Reporting paper](<https://www.sota2.com/research/paper/697300a4b2be0ed85a78cb29.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697300a4b2be0ed85a78cb29.md>)

Recorded evaluation configuration: {"Query size":"10%","Trials":"10"}. This record does not assert independent reproduction.

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