# GUI Grounding on ScreenSpot Pro (click accuracy) Source: [GUI Grounding on ScreenSpot Pro (click accuracy)]() Collection index: [llms.txt]() Data updated: 2026-06-11T09:46:15.123Z Evaluation of GUI Grounding performance on the ScreenSpot Pro dataset, focusing specifically on Click 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 | GUI grounding | | Dataset (including any stated split) | ScreenSpot Pro | | Metric | Click Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 25 of 25 | | 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 - [Click Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Click Accuracy | Result date | Report paper | | --- | --- | --- | --- | | UI-Venus-72B | 61.9 | Not recorded | 68fa7b561e209131cea87e22 | | GTA1-72B | 58.4 | Not recorded | 68fa7b561e209131cea87e22 | | UI-Ins-32B | 57 | Not recorded | 68fa7b561e209131cea87e22 | | GTA1-32B | 53.6 | Not recorded | 68fa7b561e209131cea87e22 | | UI-Ins-7B | 52.2 | Not recorded | 68fa7b561e209131cea87e22 | | UI-Venus-7B | 50.8 | Not recorded | 68fa7b561e209131cea87e22 | | GTA1-7B | 50.1 | Not recorded | 68fa7b561e209131cea87e22 | | Mark-Grid Scaffold | 47.8 | Not recorded | 68fa7b561e209131cea87e22 | | UI-TARS-1.5-7B | 42 | Not recorded | 68fa7b561e209131cea87e22 | | Jedi-7B | 39.5 | Not recorded | 68fa7b561e209131cea87e22 | | UI-TARS-72B | 38.1 | Not recorded | 68fa7b561e209131cea87e22 | | Jedi-3B | 36.1 | Not recorded | 68fa7b561e209131cea87e22 | | InfiGUI-R1-3B | 35.7 | Not recorded | 68fa7b561e209131cea87e22 | | UI-TARS-7B | 35.7 | Not recorded | 68fa7b561e209131cea87e22 | | UGround-V1-72B | 34.5 | Not recorded | 68fa7b561e209131cea87e22 | | UI-R1-E-3B | 33.5 | Not recorded | 68fa7b561e209131cea87e22 | | Aguvis-7B | 22.9 | Not recorded | 68fa7b561e209131cea87e22 | | OS-ATLAS-7B | 18.9 | Not recorded | 68fa7b561e209131cea87e22 | | UGround-7B | 16.5 | Not recorded | 68fa7b561e209131cea87e22 | | Scaffold Prompting | 11.9 | Not recorded | 68fa7b561e209131cea87e22 | | CogAgent-18B | 7.7 | Not recorded | 68fa7b561e209131cea87e22 | | ShowUI-2B | 7.7 | Not recorded | 68fa7b561e209131cea87e22 | | OS-ATLAS-4B | 3.7 | Not recorded | 68fa7b561e209131cea87e22 | | Grid-Augmented Vision | 1.3 | Not recorded | 68fa7b561e209131cea87e22 | | SeeClick-7B | 1.1 | Not recorded | 68fa7b561e209131cea87e22 | ### UI-Venus-72B Click Accuracy: 61.9. Result ID: 6a2a8365fbc373592c2814df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### GTA1-72B Click Accuracy: 58.4. Result ID: 6a2a8365fbc373592c2814dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UI-Ins-32B Click Accuracy: 57. Result ID: 6a2a8365fbc373592c2814de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### GTA1-32B Click Accuracy: 53.6. Result ID: 6a2a8365fbc373592c2814db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UI-Ins-7B Click Accuracy: 52.2. Result ID: 6a2a8365fbc373592c2814d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UI-Venus-7B Click Accuracy: 50.8. Result ID: 6a2a8365fbc373592c2814dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### GTA1-7B Click Accuracy: 50.1. Result ID: 6a2a8365fbc373592c2814da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Mark-Grid Scaffold Click Accuracy: 47.8. Result ID: 6a2a8365fbc373592c2814e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Training-free"}. This record does not assert independent reproduction. ### UI-TARS-1.5-7B Click Accuracy: 42. Result ID: 6a2a8365fbc373592c2814d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Jedi-7B Click Accuracy: 39.5. Result ID: 6a2a8365fbc373592c2814d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UI-TARS-72B Click Accuracy: 38.1. Result ID: 6a2a8365fbc373592c2814d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Jedi-3B Click Accuracy: 36.1. Result ID: 6a2a8365fbc373592c2814d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### InfiGUI-R1-3B Click Accuracy: 35.7. Result ID: 6a2a8365fbc373592c2814d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UI-TARS-7B Click Accuracy: 35.7. Result ID: 6a2a8365fbc373592c2814d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UGround-V1-72B Click Accuracy: 34.5. Result ID: 6a2a8365fbc373592c2814d7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UI-R1-E-3B Click Accuracy: 33.5. Result ID: 6a2a8365fbc373592c2814d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Aguvis-7B Click Accuracy: 22.9. Result ID: 6a2a8365fbc373592c2814d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### OS-ATLAS-7B Click Accuracy: 18.9. Result ID: 6a2a8365fbc373592c2814cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### UGround-7B Click Accuracy: 16.5. Result ID: 6a2a8365fbc373592c2814cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Scaffold Prompting Click Accuracy: 11.9. Result ID: 6a2a8365fbc373592c2814e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Training-free"}. This record does not assert independent reproduction. ### CogAgent-18B Click Accuracy: 7.7. Result ID: 6a2a8365fbc373592c2814ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### ShowUI-2B Click Accuracy: 7.7. Result ID: 6a2a8365fbc373592c2814ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### OS-ATLAS-4B Click Accuracy: 3.7. Result ID: 6a2a8365fbc373592c2814cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Grid-Augmented Vision Click Accuracy: 1.3. Result ID: 6a2a8365fbc373592c2814e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Training-free"}. This record does not assert independent reproduction. ### SeeClick-7B Click Accuracy: 1.1. Result ID: 6a2a8365fbc373592c2814cb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Protocol":"Fine-tuned"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.