ScreenRef
GUI screenshots paired with localization instructions and targets, including absent-target examples; image access is gated under publisher terms.
AI-assisted editorial review against a primary source. This is a catalog annotation, not an independent reproduction or endorsement.
What is this resource?
- Resource type
- Datasets
- Environment
- desktop, web, android, linux
- Topics
- grounding, data-generation, screen-understanding
- Record publication date
- Not recorded
- Evidence retrieved
- 2026-10-17T01:48:51Z
- Resource ID
- url:56bda04bd8d3a438deb3
What licenses are recorded?
Code, training data, weights, and documents can have different terms. A blank declaration means unknown, not unrestricted use.
- Code
- Not recorded
- Data
- other (publisher model/dataset card)
- Document
- Not recorded
- Weights
- Not recorded
Dataset profile
- Supervision
- instruction-to-click grounding, bounding boxes, absent-target abstention
- Modalities
- screenshots, text, coordinates
- Formats
- Parquet
- Splits
- train
Scale and counting units
- 585,981 distinct screenshots — ScreenRef image inventory source
- 633,369 annotation rows — full recipe source
- 22,475 annotation rows — refusal subset of full recipe source
The publisher reports these inventories in the companion annotation card. The refusal subset is included in the full recipe. Screenshot access is gated; no image download or independent corpus recount was performed.
Compare source-reviewed profiles
Recorded specifications
- disabled
- false
- download url
- https://huggingface.co/datasets/PrentisAI/ScreenRef/tree/main
- gated
- auto
- hub id
- PrentisAI/ScreenRef
- languages
- ["en"]
- license name
- restricted-research-only
- modalities
- ["image", "text"]
- size category reported
- ["100K<n<1M"]
Explore related topics
Scope and limitations
The public Hub API reports gated=auto and a Restricted Research-Only declaration. The companion card distinguishes annotations from screenshots and limits reuse. Access terms were inspected as public metadata; no access agreement was accepted or gated files downloaded.
Related resources
- documented by: GroundGUI: GUI Grounding by High-Quality Data and Distillation-to-Reinforcement Learning
Connected assets
These links come from reviewed resource records. A documentation link does not imply a training-data or evaluation dependency.
- Component: ScreenRef Annotations · Datasets · relationship evidence
- trained on: GroundGUI-8B · Models and checkpoints · relationship evidence
Primary evidence and verification
Source retrieval is separate from experiment reproduction. Use the original publication or publisher page when citing claims about the resource.
- editorial primary review
Retrieved 2026-10-17T01:48:51Z. Supports: name, kind, details.gated, details.hub_id, licenses.data.
Content fingerprint
634b479c7d089e50735f6d4a25f78a63f4d0c2a8c1955015e7641b7afd61c317 - editorial primary review
Retrieved 2026-10-17T01:48:10Z. Supports: summary, environments, topics, scope, notes, relations, details.dataset_profile.
Content fingerprint
96a87222645c3f823e6f67e50708792e2917ddeb8eea5aacdf2de8c5bbff165f - huggingface api
Retrieved 2026-10-17T01:48:51Z. Supports: details, licenses.data.
Content fingerprint
634b479c7d089e50735f6d4a25f78a63f4d0c2a8c1955015e7641b7afd61c317
Suggest a correction
Open a source-backed correction. Include this record ID and the original source. Read our editorial policy and coverage boundaries.