google-research-datasets / uibert
It includes two datasets that are used in the downstream tasks for evaluating UIBert: App Similar Element Retrieval data and Visual Item Selection (VIS) data. Both datasets are written TFRecords.
☆41Updated 3 years ago
Related projects: ⓘ
- This repository contains the opensource version of the datasets were used for different parts of training and testing of models that grou…☆29Updated 4 years ago
- The dataset includes UI object type labels (e.g., BUTTON, IMAGE, CHECKBOX) that describes the semantic type of an UI object on Android ap…☆44Updated 2 years ago
- The dataset includes screen summaries that describes Android app screenshot's functionalities. It is used for training and evaluation of …☆44Updated 3 years ago
- Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?☆119Updated 7 months ago
- Consists of ~500k human annotations on the RICO dataset identifying various icons based on their shapes and semantics, and associations b…☆19Updated 2 months ago
- Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments☆55Updated last month
- VINS: Visual Search for Mobile User Interface Design☆26Updated 3 years ago
- Seq2act: Mapping Natural Language Instructions to Mobile UI Action Sequences from Google research☆12Updated 4 years ago
- A curated mobile app design database☆53Updated 2 years ago
- The dataset includes widget captions that describes UI element's functionalities. It is used for training and evaluation of the widget ca…☆16Updated 3 years ago
- Screen2Vec is a new self-supervised technique for generating more comprehensive semantic embeddings of GUI screens and components using t…☆62Updated last year
- The Screen Annotation dataset consists of pairs of mobile screenshots and their annotations. The annotations are in text format, and desc…☆46Updated 6 months ago
- Recognize graphic user interface layout through grouping GUI elements according to their visual attributes☆31Updated 2 years ago
- ☆90Updated 9 months ago
- Learning UI Similarity using Graph Networks☆34Updated 3 years ago
- ☆26Updated last year
- ☆49Updated 8 months ago
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆28Updated 9 months ago
- A Context-aware Visual Attention-based training pipeline for Object Detection from a Webpage screenshot!☆88Updated last year
- GPT-4V in Wonderland: LMMs as Smartphone Agents☆122Updated 2 months ago
- ScreenQA dataset was introduced in the "ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots" paper. It contains ~86K …☆87Updated 2 months ago
- ☆34Updated last month
- The code related to the baselines from NeurIPS 2021 paper "DUE: End-to-End Document Understanding Benchmark."☆36Updated last year
- A Universal Platform for Training and Evaluation of Mobile Interaction☆31Updated last month
- A GAN-based GUI generation method☆74Updated 3 years ago
- Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning☆46Updated 10 months ago
- ☆14Updated last week
- [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control☆48Updated 3 weeks ago
- Official implementation for "You Only Look at Screens: Multimodal Chain-of-Action Agents" (Findings of ACL 2024)☆177Updated 2 months ago
- Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)☆85Updated last year