Android Bench Validator commited on
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Updated README
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README.md
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**MobileDev-Bench** is a benchmark of **415 verified real-world issue-resolution tasks** collected from 19 production mobile app repositories spanning Android Native (Java/Kotlin), React Native (TypeScript), and Flutter (Dart). It evaluates the ability of large language models to resolve authentic developer-reported issues in mobile applications through execution-based validation.
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> **Paper:**
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>**GitHub:** [mobiledev-bench](https://github.com/MobileDev-Bench) *(evaluation harness, scripts, Docker environments)*
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git clone https://huggingface.co/datasets/MobileDev-Bench/mobiledev-bench
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```
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<!-- ### Running Evaluation
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```bash
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python mobilebench/harness/run_android_bench.py \
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data/tasks/dataset.jsonl \
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data/inference/predictions.jsonl \
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--run-id my_evaluation
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```
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Evaluation requires Docker and the `mingc/android-build-box` image family. See the repository README for full setup instructions.
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--- -->
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## 📄 Citation
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```bibtex
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@misc{fakorede2026mobiledevbench,
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primaryClass={cs.SE},
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url={https://arxiv.org/abs/2603.24946},
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}
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```
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**MobileDev-Bench** is a benchmark of **415 verified real-world issue-resolution tasks** collected from 19 production mobile app repositories spanning Android Native (Java/Kotlin), React Native (TypeScript), and Flutter (Dart). It evaluates the ability of large language models to resolve authentic developer-reported issues in mobile applications through execution-based validation.
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> **Paper:** MobileDev-Bench: A Comprehensive Benchmark for Issue Resolution in Mobile Applications
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>**GitHub:** [mobiledev-bench](https://github.com/MobileDev-Bench) *(evaluation harness, scripts, Docker environments)*
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git clone https://huggingface.co/datasets/MobileDev-Bench/mobiledev-bench
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```
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<!-- ## 📄 Citation
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```bibtex
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@misc{fakorede2026mobiledevbench,
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primaryClass={cs.SE},
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url={https://arxiv.org/abs/2603.24946},
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}
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``` -->
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