# Web search and information retrieval on Real-life Mobile Tasks Chrome

Source: [Web search and information retrieval on Real-life Mobile Tasks Chrome](<https://www.sota2.com/research/sota/web-search-and-information-retrieval-on-real-life-mobile-tasks-chrome>)

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

Data updated: 2026-04-14T07:12:07.844Z

Evaluation of agent performance on the Real-life Mobile Tasks Chrome dataset focusing on web search and information retrieval capabilities, measured by completion ratio and end-to-end execution time.

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 | Web search and information retrieval |
| Dataset (including any stated split) | Real-life Mobile Tasks Chrome |
| Metric | Completion Ratio |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Completion Ratio](<https://www.sota2.com/research/sota/web-search-and-information-retrieval-on-real-life-mobile-tasks-chrome.md?metric=Completion%20Ratio>): Higher is better; unit: PERCENT.

- [E2E Execution Time (s)](<https://www.sota2.com/research/sota/web-search-and-information-retrieval-on-real-life-mobile-tasks-chrome.md?metric=E2E%20Execution%20Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Completion Ratio | Result date | Report paper |
| --- | --- | --- | --- |
| ClawMobile without DroidRun | 100 | Not recorded | 69a125102d603e6de3e3c4d7 |
| ClawMobile | 100 | Not recorded | 69a125102d603e6de3e3c4d7 |
| DroidRun | 73 | Not recorded | 69a125102d603e6de3e3c4d7 |

### ClawMobile without DroidRun

Completion Ratio: 100. Result ID: 69dde8ac47f34ce924c4e41e.

[Reporting paper](<https://www.sota2.com/research/paper/69a125102d603e6de3e3c4d7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a125102d603e6de3e3c4d7.md>)

Recorded evaluation configuration: {"Timeout":"600s","Hardware":"Google Pixel 9 (Android 16)"}. This record does not assert independent reproduction.

### ClawMobile

Completion Ratio: 100. Result ID: 69dde8ac47f34ce924c4e41f.

[Reporting paper](<https://www.sota2.com/research/paper/69a125102d603e6de3e3c4d7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a125102d603e6de3e3c4d7.md>)

Recorded evaluation configuration: {"Timeout":"600s","Hardware":"Google Pixel 9 (Android 16)"}. This record does not assert independent reproduction.

### DroidRun

Completion Ratio: 73. Result ID: 69dde8ac47f34ce924c4e41d.

[Reporting paper](<https://www.sota2.com/research/paper/69a125102d603e6de3e3c4d7.md>)

Recorded evaluation configuration: {"Timeout":"600s","Hardware":"Google Pixel 9 (Android 16)"}. This record does not assert independent reproduction.

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