Sunday 02 February 2025
Automated testing of mobile applications has become increasingly important in recent years, as the demand for high-quality apps continues to grow. One major challenge facing automated testers is the presence of app-blocking pop-ups, which can disrupt the testing process and make it difficult to ensure that an app functions correctly.
A team of researchers has developed a new tool called PopSweeper, designed to automatically detect and resolve app-blocking pop-ups during testing. The tool uses computer vision techniques to analyze GUI screenshots in real-time, identifying pop-ups and locating their corresponding close buttons.
The researchers evaluated PopSweeper using a dataset of over 7,000 screenshots from the RICO dataset, which includes popular apps from two major app stores. Their results showed that PopSweeper achieved an impressive precision of 91.8% and recall of 93.5% in classifying app-blocking pop-ups.
In addition to its high accuracy, PopSweeper is also highly efficient, taking only 60 milliseconds on average to process each screenshot. This means that it can be seamlessly integrated into existing automated testing workflows without slowing down the testing process.
The tool’s ability to detect and resolve app-blocking pop-ups makes it an invaluable asset for automated testers. By eliminating these disruptions, PopSweeper helps ensure that tests are completed quickly and accurately, reducing the risk of false positives or negatives.
PopSweeper is also highly adaptable, allowing it to be easily trained on new datasets and updated to detect emerging trends in app-blocking pop-ups. This makes it an ideal solution for automated testers who need to stay ahead of the curve and ensure that their tests are always up-to-date.
Overall, PopSweeper represents a significant step forward in the field of automated testing, offering a powerful tool that can help testers overcome one of the most challenging obstacles they face. By providing high accuracy, efficiency, and adaptability, PopSweeper is poised to revolutionize the way automated testing is done.
Cite this article: “Automated Testing Tool Eliminates App-Blocking Pop-Ups”, The Science Archive, 2025.
Automated Testing, Mobile Applications, App-Blocking Pop-Ups, Computer Vision, Gui Screenshots, Precision, Recall, Efficiency, Automated Testers, Popsweeper
