# Human Satisfaction Evaluation on InquireMobile EN Source: [Human Satisfaction Evaluation on InquireMobile EN]() Collection index: [llms.txt]() Data updated: 2026-04-28T06:50:03.483Z Evaluation of human satisfaction using the InquireMobile EN dataset, typically measured on a 0-5 scale. 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 EN | | Metric | Satisfaction Score (0-5) | | 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 - [Satisfaction Score (0-5)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Satisfaction Score (0-5) | Result date | Report paper | | --- | --- | --- | --- | | InquireMobile | 2.3 | Not recorded | 68fa7ae11e209131cea85a28 | | GUI-R1-3B | 1.9 | Not recorded | 68fa7ae11e209131cea85a28 | | UI-R1-3B | 1.7 | Not recorded | 68fa7ae11e209131cea85a28 | | InquireMobile | 1.6 | Not recorded | 68fa7ae11e209131cea85a28 | | InquireMobile | 1.4 | Not recorded | 68fa7ae11e209131cea85a28 | | UI-R1-3B-E | 1.2 | Not recorded | 68fa7ae11e209131cea85a28 | | Qwen2.5-VL-3B | 1 | Not recorded | 68fa7ae11e209131cea85a28 | ### InquireMobile Satisfaction Score (0-5): 2.3. Result ID: 69f0579b47f34ce924d592c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage 1 & Stage 2"}. This record does not assert independent reproduction. ### GUI-R1-3B Satisfaction Score (0-5): 1.9. Result ID: 69f0579b47f34ce924d592c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UI-R1-3B Satisfaction Score (0-5): 1.7. Result ID: 69f0579b47f34ce924d592c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### InquireMobile Satisfaction Score (0-5): 1.6. Result ID: 69f0579b47f34ce924d592c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage 2"}. This record does not assert independent reproduction. ### InquireMobile Satisfaction Score (0-5): 1.4. Result ID: 69f0579b47f34ce924d592c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage 1"}. This record does not assert independent reproduction. ### UI-R1-3B-E Satisfaction Score (0-5): 1.2. Result ID: 69f0579b47f34ce924d592c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-3B Satisfaction Score (0-5): 1. Result ID: 69f0579b47f34ce924d592c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.