# Human Satisfaction Evaluation on InquireMobile Average

Source: [Human Satisfaction Evaluation on InquireMobile Average](<https://www.sota2.com/research/sota/human-satisfaction-evaluation-on-inquiremobile-average>)

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

Data updated: 2026-04-28T06:50:03.558Z

Evaluation of human satisfaction using the InquireMobile Average dataset, measured via the Human Satisfaction Score (0-5).

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 | Human Satisfaction Evaluation |
| Dataset (including any stated split) | InquireMobile Average |
| Metric | Human Satisfaction Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Human Satisfaction Score](<https://www.sota2.com/research/sota/human-satisfaction-evaluation-on-inquiremobile-average.md?metric=Human%20Satisfaction%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Human Satisfaction Score | Result date | Report paper |
| --- | --- | --- | --- |
| InquireMobile | 2.25 | Not recorded | 68fa7ae11e209131cea85a28 |
| GUI-R1-3B | 1.8 | Not recorded | 68fa7ae11e209131cea85a28 |
| UI-R1-3B | 1.75 | Not recorded | 68fa7ae11e209131cea85a28 |
| InquireMobile | 1.45 | Not recorded | 68fa7ae11e209131cea85a28 |
| InquireMobile | 1.45 | Not recorded | 68fa7ae11e209131cea85a28 |
| UI-R1-3B-E | 1.3 | Not recorded | 68fa7ae11e209131cea85a28 |
| Qwen2.5-VL-3B | 1.1 | Not recorded | 68fa7ae11e209131cea85a28 |

### InquireMobile

Human Satisfaction Score: 2.25. Result ID: 69f0579b47f34ce924d592d5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage 1 & Stage 2"}. This record does not assert independent reproduction.

### GUI-R1-3B

Human Satisfaction Score: 1.8. Result ID: 69f0579b47f34ce924d592d1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

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

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

### UI-R1-3B

Human Satisfaction Score: 1.75. Result ID: 69f0579b47f34ce924d592cf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c61e209131cea7a6e2.md>)

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

### InquireMobile

Human Satisfaction Score: 1.45. Result ID: 69f0579b47f34ce924d592d3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage 1"}. This record does not assert independent reproduction.

### InquireMobile

Human Satisfaction Score: 1.45. Result ID: 69f0579b47f34ce924d592d4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage 2"}. This record does not assert independent reproduction.

### UI-R1-3B-E

Human Satisfaction Score: 1.3. Result ID: 69f0579b47f34ce924d592d0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c61e209131cea7a6e2.md>)

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

### Qwen2.5-VL-3B

Human Satisfaction Score: 1.1. Result ID: 69f0579b47f34ce924d592d2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a28.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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