# Web GUI Task Automation on Amazon offline-to-online transfer

Source: [Web GUI Task Automation on Amazon offline-to-online transfer](<https://www.sota2.com/research/sota/web-gui-task-automation-on-amazon-offline-to-online-transfer>)

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

Data updated: 2026-03-06T09:08:53.004Z

Evaluation of Web GUI Task Automation performance on the Amazon offline-to-online transfer dataset, measured by TCR (%) and Accuracy (%).

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 GUI Task Automation |
| Dataset (including any stated split) | Amazon offline-to-online transfer |
| Metric | TCR (%) |
| 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

- [TCR (%)](<https://www.sota2.com/research/sota/web-gui-task-automation-on-amazon-offline-to-online-transfer.md?metric=TCR%20(%25)>): Higher is better; unit: PERCENT.

- [Accuracy (%)](<https://www.sota2.com/research/sota/web-gui-task-automation-on-amazon-offline-to-online-transfer.md?metric=Accuracy%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | TCR (%) | Result date | Report paper |
| --- | --- | --- | --- |
| WebFactory-3B | 55.7 | Not recorded | 69aa5f8d2d603e6de3e418cf |
| GPT-4o | 41.2 | Not recorded | 69aa5f8d2d603e6de3e418cf |
| GUI-R1-3B | 38.6 | Not recorded | 69aa5f8d2d603e6de3e418cf |
| QwenVL2.5-3B | 22.3 | Not recorded | 69aa5f8d2d603e6de3e418cf |

### WebFactory-3B

TCR (%): 55.7. Result ID: 69aa994a6dbb7075b95487fc.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f8d2d603e6de3e418cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f8d2d603e6de3e418cf.md>)

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

### GPT-4o

TCR (%): 41.2. Result ID: 69aa994a6dbb7075b95487fa.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f8d2d603e6de3e418cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727a1e209131cea56a1e.md>)

[Implementation](<https://github.com/openai/evals>)

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

### GUI-R1-3B

TCR (%): 38.6. Result ID: 69aa994a6dbb7075b95487fb.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f8d2d603e6de3e418cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bbf1e209131cea8a2a0.md>)

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

### QwenVL2.5-3B

TCR (%): 22.3. Result ID: 69aa994a6dbb7075b95487f9.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f8d2d603e6de3e418cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71d3c.md>)

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

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