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trillionlabs/MWMBench

MWMBench: Mobile World Model Bench MWMBench is a benchmark for evaluating GUI world models (next-screen prediction) on mobile apps. Given the current screenshot and an action in a real-world coordinate action space, a world model must predict the next screen. MWMBench evaluates in the native visual modality and covers 4 in-distribution benchmarks (AitW, GUIOdyssey, AndroidControl, AMEX) and 2 out-of-distribution benchmarks (AndroidWorld, KApps). MWMBench was introduced with… See the full description on the dataset page: https://huggingface.co/datasets/trillionlabs/MWMBench.

Author / organizationtrillionlabs
License (as declared)apache-2.0
Downloads136 (as reported by Hugging Face)
Likes0
Created31 January 2026
Last updated at source29 September 2026
gui-world-modelworld-modelgui-agentmobile-agentandroidbenchmarknext-ui-predictionhtml
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