# GUI Grounding on Screenspot Mobile Source: [GUI Grounding on Screenspot Mobile]() Collection index: [llms.txt]() Data updated: 2026-05-19T09:00:01.476Z Evaluation of GUI Grounding performance specifically on the mobile subset of the Screenspot dataset, reporting accuracy for text and icon elements. 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 | GUI Grounding | | Dataset (including any stated split) | Screenspot Mobile | | Metric | Text Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Text Accuracy](): Higher is better; unit: PERCENT. - [Icon Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Text Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SE-GA | 96.3 | Not recorded | 6a0beeb5dbc836b87d82c545 | | Aguvis | 95.6 | Not recorded | 6a0beeb5dbc836b87d82c545 | | Qwen2.5VL | 95 | Not recorded | 6a0beeb5dbc836b87d82c545 | | UI-TARS | 94.9 | Not recorded | 6a0beeb5dbc836b87d82c545 | | OmniParser | 93.9 | Not recorded | 68fa75e41e209131cea6a7f9 | | OS-Atlas | 93 | Not recorded | 6a0beeb5dbc836b87d82c545 | | ShowUI | 92.3 | Not recorded | 68fa75e41e209131cea6a7f9 | | Aria-UI | 92.3 | Not recorded | 6a0beeb5dbc836b87d82c545 | | ShowUI-G | 91.6 | Not recorded | 68fa75e41e209131cea6a7f9 | | Qwen2.5VL | 84.6 | Not recorded | 6a0beeb5dbc836b87d82c545 | | UGround | 82.8 | Not recorded | 68fa75e41e209131cea6a7f9 | | UGround | 82.8 | Not recorded | 6a0beeb5dbc836b87d82c545 | | SeeClick | 78 | Not recorded | 68fa75e41e209131cea6a7f9 | | SeeClick | 78 | Not recorded | 6a0beeb5dbc836b87d82c545 | | CogAgent | 67 | Not recorded | 68fa75e41e209131cea6a7f9 | | Fuyu | 41 | Not recorded | 68fa75e41e209131cea6a7f9 | | Qwen2-VL-2B | 24.2 | Not recorded | 68fa75e41e209131cea6a7f9 | | GPT-4o | 20.2 | Not recorded | 6a0beeb5dbc836b87d82c545 | ### SE-GA Text Accuracy: 96.3. Result ID: 6a0c2686fbc373592c025ffc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### Aguvis Text Accuracy: 95.6. Result ID: 6a0c2686fbc373592c025ffb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### Qwen2.5VL Text Accuracy: 95. Result ID: 6a0c2686fbc373592c025ff5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"72B"}. This record does not assert independent reproduction. ### UI-TARS Text Accuracy: 94.9. Result ID: 6a0c2686fbc373592c025ff4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"72B"}. This record does not assert independent reproduction. ### OmniParser Text Accuracy: 93.9. Result ID: 6993eab33a6c3148491975b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GPT-4V","Zero-shot":true}. This record does not assert independent reproduction. ### OS-Atlas Text Accuracy: 93. Result ID: 6a0c2686fbc373592c025ffa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### ShowUI Text Accuracy: 92.3. Result ID: 6993eab33a6c3148491975bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Size":"2B","#Train":"256K","Zero-shot":true}. This record does not assert independent reproduction. ### Aria-UI Text Accuracy: 92.3. Result ID: 6a0c2686fbc373592c025ff6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Size":"23B"}. This record does not assert independent reproduction. ### ShowUI-G Text Accuracy: 91.6. Result ID: 6993eab33a6c3148491975ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Size":"2B","#Train":"119K","Zero-shot":true,"Training Mode":"Grounding data only"}. This record does not assert independent reproduction. ### Qwen2.5VL Text Accuracy: 84.6. Result ID: 6a0c2686fbc373592c025ff8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### UGround Text Accuracy: 82.8. Result ID: 6993eab33a6c3148491975b9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Size":"7B","#Train":"1.3M","Zero-shot":true}. This record does not assert independent reproduction. ### UGround Text Accuracy: 82.8. Result ID: 6a0c2686fbc373592c025ff9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### SeeClick Text Accuracy: 78. Result ID: 6993eab33a6c3148491975b7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Size":"9.6B","#Train":"364K","Zero-shot":true}. This record does not assert independent reproduction. ### SeeClick Text Accuracy: 78. Result ID: 6a0c2686fbc373592c025ff7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Size":"9.6B"}. This record does not assert independent reproduction. ### CogAgent Text Accuracy: 67. Result ID: 6993eab33a6c3148491975b6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Size":"18B","#Train":"400K","Zero-shot":true}. This record does not assert independent reproduction. ### Fuyu Text Accuracy: 41. Result ID: 6993eab33a6c3148491975b5. [Reporting paper]() Recorded evaluation configuration: {"Size":"8B","Zero-shot":true}. This record does not assert independent reproduction. ### Qwen2-VL-2B Text Accuracy: 24.2. Result ID: 6993eab33a6c3148491975b4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Size":"2B","Zero-shot":true}. This record does not assert independent reproduction. ### GPT-4o Text Accuracy: 20.2. Result ID: 6a0c2686fbc373592c025ff3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"-"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.