AITW (Android in the Wild) is a large-scale dataset for device-control research, specifically for Android devices. It is significantly larger than previous datasets and contains human-collected data. The dataset consists of four multi-step datasets (GOOGLEAPPS, INSTALL, WEBSHOPPING, and GENERAL) and a single-step dataset (SINGLE). It includes observations represented by screenshots and pixel-based screen features.
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Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.