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mobilegym-4b-android-lab

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Image-Text-to-Text

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license: apache-2.0
task_categories:
  - image-text-to-text

MobileGym-4B — Android Lab

One run of the MobileGUI-Gym MBGym harness (GenericV3 protocol + hint v2 ScreenMemory, loop_detect 8) with the MobileGym-4B checkpoint (Qwen3-VL 4B SFT) on Android Lab (138 tasks, 9 apps), 25 rounds max, parallel 8. The harness was ported to Android-Lab for this evaluation. Sampling: MobileGUI-Gym run_train.sh validation config (temperature 0.1, top_p 1.0, max_new_tokens 1024). Judge: gemini-3-flash for query tasks; rule-based for operation tasks.

Run	Correct
1	52/138

Accuracy: 52/138 = 37.68%.

run_1/config.yaml — eval config (agent, sampling, docker image, AVD).
run_1/scores/ — results.jsonl (per-task judge/rule outcome) and total.jsonl.
run_1/trajectories.tar.gz — native traces (per-step prompts/screenshots/actions, incl. hint_v2 notes and ScreenMemory stats).
two_runs/ — combined episodes, protocol, summary, package manifest.