# Inquire-driven GUI Navigation on InquireBench Chinese Source: [Inquire-driven GUI Navigation on InquireBench Chinese]() Collection index: [llms.txt]() Data updated: 2026-04-28T06:50:03.405Z Evaluation of agent performance on the InquireBench Chinese dataset for Inquire-driven GUI Navigation, reporting metrics including ISR, SR, and Score. 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 | Inquire-driven GUI Navigation | | Dataset (including any stated split) | InquireBench Chinese | | Metric | SR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [SR](): Higher is better; unit: PERCENT. - [ISR](): Higher is better; unit: PERCENT. - [Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | SR | Result date | Report paper | | --- | --- | --- | --- | | InquireMobile | 10.5 | Not recorded | 68fa7ae11e209131cea85a28 | | GUI-R1-3B | 9.5 | Not recorded | 68fa7ae11e209131cea85a28 | | Claude-3.5-Sonnet v2 | 8.4 | Not recorded | 68fa7ae11e209131cea85a28 | | Qwen2.5-VL-72B | 6.7 | Not recorded | 68fa7ae11e209131cea85a28 | | UI-R1-3B | 5.3 | Not recorded | 68fa7ae11e209131cea85a28 | | GUI-Owl | 5.3 | Not recorded | 68fa7ae11e209131cea85a28 | | InquireMobile | 5.3 | Not recorded | 68fa7ae11e209131cea85a28 | | Gemini-2.5-pro | 4.2 | Not recorded | 68fa7ae11e209131cea85a28 | | UI-R1-3B-E | 4.2 | Not recorded | 68fa7ae11e209131cea85a28 | | Qwen2.5-VL-3B | 4.2 | Not recorded | 68fa7ae11e209131cea85a28 | | Claude-3.5-Sonnet v2 | 3.2 | Not recorded | 68fa7ae11e209131cea85a28 | | InquireMobile | 3.2 | Not recorded | 68fa7ae11e209131cea85a28 | | GPT-4o-0806 | 2.1 | Not recorded | 68fa7ae11e209131cea85a28 | | GPT-4o-0806 | 2.1 | Not recorded | 68fa7ae11e209131cea85a28 | | Gemini-2.5-pro | 1 | Not recorded | 68fa7ae11e209131cea85a28 | | Qwen2.5-VL-72B | 1 | Not recorded | 68fa7ae11e209131cea85a28 | ### InquireMobile SR: 10.5. Result ID: 69f0579b47f34ce924d592b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework","Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage1 & Stage2"}. This record does not assert independent reproduction. ### GUI-R1-3B SR: 9.5. Result ID: 69f0579b47f34ce924d592ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework"}. This record does not assert independent reproduction. ### Claude-3.5-Sonnet v2 SR: 8.4. Result ID: 69f0579b47f34ce924d592a4. [Reporting paper]() Recorded evaluation configuration: {"Framework":"AppAgent Framework"}. This record does not assert independent reproduction. ### Qwen2.5-VL-72B SR: 6.7. Result ID: 69f0579b47f34ce924d592a1. [Reporting paper]() Recorded evaluation configuration: {"Framework":"AppAgent Framework"}. This record does not assert independent reproduction. ### UI-R1-3B SR: 5.3. Result ID: 69f0579b47f34ce924d592a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework"}. This record does not assert independent reproduction. ### GUI-Owl SR: 5.3. Result ID: 69f0579b47f34ce924d592ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework"}. This record does not assert independent reproduction. ### InquireMobile SR: 5.3. Result ID: 69f0579b47f34ce924d592af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework","Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage2"}. This record does not assert independent reproduction. ### Gemini-2.5-pro SR: 4.2. Result ID: 69f0579b47f34ce924d592a7. [Reporting paper]() Recorded evaluation configuration: {"Framework":"Mobile-Agent-E Framework"}. This record does not assert independent reproduction. ### UI-R1-3B-E SR: 4.2. Result ID: 69f0579b47f34ce924d592aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework"}. This record does not assert independent reproduction. ### Qwen2.5-VL-3B SR: 4.2. Result ID: 69f0579b47f34ce924d592ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework"}. This record does not assert independent reproduction. ### Claude-3.5-Sonnet v2 SR: 3.2. Result ID: 69f0579b47f34ce924d592a8. [Reporting paper]() Recorded evaluation configuration: {"Framework":"Mobile-Agent-E Framework"}. This record does not assert independent reproduction. ### InquireMobile SR: 3.2. Result ID: 69f0579b47f34ce924d592ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Model-based Framework","Backbone":"Qwen2.5-VL-3B","Training Stage":"Stage1"}. This record does not assert independent reproduction. ### GPT-4o-0806 SR: 2.1. Result ID: 69f0579b47f34ce924d592a2. [Reporting paper]() Recorded evaluation configuration: {"Framework":"AppAgent Framework"}. This record does not assert independent reproduction. ### GPT-4o-0806 SR: 2.1. Result ID: 69f0579b47f34ce924d592a6. [Reporting paper]() Recorded evaluation configuration: {"Framework":"Mobile-Agent-E Framework"}. This record does not assert independent reproduction. ### Gemini-2.5-pro SR: 1. Result ID: 69f0579b47f34ce924d592a3. [Reporting paper]() Recorded evaluation configuration: {"Framework":"AppAgent Framework"}. This record does not assert independent reproduction. ### Qwen2.5-VL-72B SR: 1. Result ID: 69f0579b47f34ce924d592a5. [Reporting paper]() Recorded evaluation configuration: {"Framework":"Mobile-Agent-E Framework"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.