coco2017 synthetic GUI interactions
This dataset was generated by the Steelman Labs GUI-VLA universal dataset
factory. It uses canonical screenshot.v1 storage and contains
15000 episodes, 466032 trajectory frames, and
30000 canonical events.
Source and generation
- Adapter:
coco_detection - Source split:
train - Native GUI canvas:
1024x768 - Trajectory rate: 30 FPS
- Factory contract version: 1
The model-side 512x512 resize is not baked into these screenshots; training and inference apply the repository's shared pad-free image transform. Coordinates remain normalized to the stored native canvas.
Interaction distribution
instructed-drag-drop: 6000semantic-drag-drop: 9000
Splits and reproducibility
Each episode retains its stable source identity for deterministic splitting. Exact source and generation settings are stored in
meta/generator_manifest.json; conversion counts and quarantines are stored in
meta/conversion_report.json.
Structured logs
Episodes contain canonical action entries and visible-state outcome descriptions. The GUI-VLA prompt composer renders only prior entries at runtime and bounds them to the tokenizer budget, matching GUI-360/Krysa behavior.
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