Frameworks

GUIPivot

Query-inference training tools connecting screenshot grounding with GUI action reasoning, including preprocessing, query refinement and offline single-step evaluation on AndroidControl and AITZ.

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What is this resource?

Resource type: Frameworks
Environment: android
Topics: grounding, planning, imitation-learning
Record publication date: Not recorded
Evidence retrieved: 2026-10-18T12:02:55.267942+00:00
Resource ID: github:zrw00/guipivot

What licenses are recorded?

Code, training data, weights, and documents can have different terms. A blank declaration means unknown, not unrestricted use.

Code: GPL-3.0 (Repository GNU GPL version 3 license for code; no data or pretrained-weight license inferred.)
Data: Not recorded
Document: Not recorded
Weights: Not recorded

License review notes

Code: Repository GNU GPL version 3 license for code; no data or pretrained-weight license inferred. Source 1

Recorded specifications

availability: Public preprocessing/refinement code, offline action-matching evaluation, and multipart annotation archives; original images and a fine-tuned model are separate.
repository revision: b02e8efdbe02ab82169a2c54d724e33b4037330e

Explore related topics

GUI grounding Planning Imitation learning

Scope and limitations

The repository releases preprocessing/refinement/evaluation code and multipart ShareGPT-format JSON annotations. Evaluation matches recorded single-step action predictions on AndroidControl and AITZ; it does not run live device tasks. The README links a UIBERT training-JSON path that is not a standalone file in this revision; annotations are packaged in data/GUI.z01, data/GUI.z02 and data/GUI.zip. Original UIBERT/OS-Atlas, AITZ and AndroidControl images must be obtained separately. This entry does not claim a released trained checkpoint or transfer the GPL-3.0 code license to third-party datasets and images.

Related resources

documented by: Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks

Primary evidence and verification

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editorial primary review
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editorial primary review
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editorial primary review
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editorial primary review
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editorial primary review
Retrieved 2026-10-18T12:02:36.501726+00:00. Supports: summary, environments, notes.
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editorial primary review
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