# Traveling Thief Problem on TTP (test)

Source: [Traveling Thief Problem on TTP (test)](<https://www.sota2.com/research/sota/traveling-thief-problem-on-ttp-test>)

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

Data updated: 2026-06-02T09:06:11.484Z

Evaluation of algorithms solving the Traveling Thief Problem on the TTP test instances, reporting performance metrics like TTP20, TTP50, TTP100, TTP200, and Average.

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 | Traveling Thief Problem |
| Dataset (including any stated split) | TTP (test) |
| Metric | TTP20 Score |
| Unit | SCALAR |
| Direction | Lower 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

- [TTP20 Score](<https://www.sota2.com/research/sota/traveling-thief-problem-on-ttp-test.md?metric=TTP20%20Score>): Lower is better; unit: SCALAR.

- [TTP50 Score](<https://www.sota2.com/research/sota/traveling-thief-problem-on-ttp-test.md?metric=TTP50%20Score>): Lower is better; unit: SCALAR.

- [TTP100 Score](<https://www.sota2.com/research/sota/traveling-thief-problem-on-ttp-test.md?metric=TTP100%20Score>): Lower is better; unit: SCALAR.

- [TTP200 Score](<https://www.sota2.com/research/sota/traveling-thief-problem-on-ttp-test.md?metric=TTP200%20Score>): Lower is better; unit: SCALAR.

- [Average Score](<https://www.sota2.com/research/sota/traveling-thief-problem-on-ttp-test.md?metric=Average%20Score>): Lower is better; unit: SCALAR.

## Recorded results

| Method | TTP20 Score | Result date | Report paper |
| --- | --- | --- | --- |
| MATLS | 439.11 | Not recorded | 6a1e6384dbd7150506f85159 |
| S5 | 503.64 | Not recorded | 6a1e6384dbd7150506f85159 |
| CoCo | 505.96 | Not recorded | 6a1e6384dbd7150506f85159 |
| CoEvo-AHD | 583.1 | Not recorded | 6a1e6384dbd7150506f85159 |

### MATLS

TTP20 Score: 439.11. Result ID: 6a1e9bfefbc373592c18eb1d.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6384dbd7150506f85159.md>)

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

### S5

TTP20 Score: 503.64. Result ID: 6a1e9bfefbc373592c18eb1e.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6384dbd7150506f85159.md>)

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

### CoCo

TTP20 Score: 505.96. Result ID: 6a1e9bfefbc373592c18eb1f.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6384dbd7150506f85159.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71141e209131cea4f263.md>)

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

### CoEvo-AHD

TTP20 Score: 583.1. Result ID: 6a1e9bfefbc373592c18eb20.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6384dbd7150506f85159.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6384dbd7150506f85159.md>)

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

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