NNetNav WebArena data
NNetNav's WebArena-oriented browser-interaction data release, with separate training and test files.
网页
数据生成
已审阅并标注「数据生成」的研究与资产。
条目依据已审阅标签归类，同一主题不表示资源之间存在依赖关系。日期保留来源精度，注释保留原语言。
OpenMobile-Data-v2
Mobile-agent supervision from emulator and simulator trajectories, plus executable tasks with starting states and success checks for reinforcement learning.
Android网页
OS-Atlas Data
GUI grounding pre-training data for OS-Atlas in desktop (Linux, macOS, Windows), mobile and web domains, with element boxes stored as relative left, top, right and bottom ratios.
跨平台
OS-Genesis
Interaction-driven pipeline that synthesizes mobile and web GUI agent trajectories without human supervision or predefined tasks, via reverse task synthesis and a trajectory reward model.
跨平台
OS-Genesis mobile training data
Reverse-task-synthesis mobile trajectories released in separate AndroidControl and AndroidWorld training annotation files.
Android
PC-Agent-E training data
Released dataset used to train PC-Agent-E, linked by the official pipeline for refining human trajectories and synthesizing action reasoning.
桌面WindowsLinux
Plan-and-Act training data
Planner and action-executor training examples for WebArena-Lite and WebVoyager, with model-specific processed files and raw trajectory annotations.
网页
RoTS
Announced GUI trajectory synthesis resources for recovery from policy-induced errors; the inspected repository marks code and data releases as in preparation.
跨平台
ScaleCUA Data
Cross-platform training data released with ScaleCUA, with grounding and navigation annotations for Ubuntu, Windows, macOS, Android, iPhone and web screenshots.
跨平台
ScreenRef
GUI screenshots paired with localization instructions and targets, including absent-target examples; image access is gated under publisher terms.
桌面网页AndroidLinux
ScreenRef Annotations
Annotation files, task recipes, and image manifests for ScreenRef; screenshots reside in the separately gated image repository.
桌面网页AndroidLinux
ShowUI Desktop
7,496 desktop grounding examples built from OmniAct screenshots, with annotations rewritten by GPT-4o to describe element appearance, spatial relations and function.
桌面
ShowUI-web
Web-interface grounding examples with instructions, element boxes and points, paired with a separately packaged screenshot archive.
网页
UGround V1 Data
Gated web grounding training data for UGround in Web-Hybrid and Web-Direct subsets, with a bounding-box version whose coordinates are normalized to 0-999.
跨平台
UI-Genie reward data
Mobile GUI reward annotations released for training UI-Genie’s trajectory-assessment model.
Android
UI-Genie trajectory data
Synthetic mobile GUI trajectory supervision and screenshots released with the UI-Genie agent-training pipeline.
Android
UI-Ins
Treats grounding instructions as multiple reasoning perspectives, releasing a data pipeline, training code and UI-Ins-7B and 32B models trained by SFT on synthesized instructions, then RL.
跨平台
UI-R1 3B training data
The released mobile training subset for the original UI-R1 3B model, with action annotations and individual screenshot files.
Android
UI-S1 released training examples
A public example subset of the UI-S1 mobile training data, packaged as JSONL annotations and Parquet images.
Android
WebPRM checklist-generation data
Web-task context, starting observations and action history paired with structured checklists and subgoal analyses for checklist generation.
网页
Activity Recorder
Windows tray utility that records primary-display screenshots, keyboard key codes and mouse events as local JPEG and JSON files for training-data collection.
桌面Windows
Agent-R
Trajectory collection and revision utilities that use tree search and model-guided critique to train agents to recover from mistakes, including WebShop tasks.
网页相关研究
AgentSynth task-generation pipeline
Generates synthetic computer-use tasks and records trajectories in OSWorld desktop environments and InSTA browser environments.
桌面网页
AutoDroid V2
An Android automation implementation that builds app documentation from exploration traces and evaluates language-model-generated execution code in emulator workflows.
Android
DroidCall generation and evaluation code
Data-generation, fine-tuning and evaluation utilities for teaching small language models to invoke Android intents through predefined functions.
Android相关研究
Go-Browse
Structured website-exploration and data-processing code that revisits discovered pages, proposes tasks and collects trajectories for web-agent fine-tuning.
网页
GroundGUI training and evaluation code
Code for screenshot grounding through supervised training, teacher-guided distillation, reinforcement learning, and benchmark evaluation.
桌面网页跨平台
GUI-CIDER research code
Released data-synthesis and evaluation scripts that distill planning and causal GUI knowledge into text for mid-training mobile interface agents.
Android
GUI-ReWalk
A desktop trajectory-generation framework that moves from stochastic GUI exploration to inferred goals and multi-stage task completion, with retrospective reasoning annotations.
桌面Linux
MobileForge
Android GUI-agent adaptation framework combining app exploration, generated curricula and rollout feedback with hint-conditioned step-level GRPO; the documented public training path targets Qwen3-VL-8B.
Android
NNetNav
Collects and labels browser-exploration trajectories for agent training, with code for data processing, fine-tuning, and web evaluation.
网页
PC-Agent-E training and deployment
Tools for refining and augmenting human computer-use trajectories, preparing supervised training data, and deploying a native PC-Agent-E scaffold.
桌面WindowsLinux
Plan-and-Act
A web-agent framework that separates high-level planning from action execution, with replanning and synthetic planner-data generation components.
网页
Proposer-Agent-Evaluator (PAE)
A browser-agent training system that proposes tasks, collects visual interaction trajectories, and uses automated evaluation to drive policy improvement.
网页
SCALE-CUA (THUDM)
Computer-use training framework with VeriGen task synthesis, adaptive rollout sampling, and visual-context segmentation.
桌面
SkillWeaver
A web-agent framework that explores sites, synthesizes reusable interaction APIs and builds a skill library for later tasks.
网页
STEVE / STEVE-R1 research code
Research code and linked models for step-verified computer-use training; the current repository describes STEVE-R1 and its trajectory releases.
桌面WindowsLinux
TongUI training and inference framework
Training configurations, preprocessing and inference examples for tutorial-trained GUI models, with a LLaMA-Factory fine-tuning workflow and screenshot-grounding interfaces.
跨平台桌面网页
TreeCUA
Framework for generating GUI trajectories through tree-structured exploration and verification.
桌面
UI Defect Mocker
Synthesizes visual UI defects from mobile screenshots and Android layout metadata to support GUI-testing experiments.
Android
UI-Genie
Training and evaluation code for a mobile-agent framework that iteratively generates trajectories using agent and reward-model feedback.
Android
WebEvolver code component
Component for web-agent trajectory collection, supervised-data preparation and world-model-based trajectory synthesis.
网页
WebRL
Training pipeline that evolves web tasks from prior attempts and uses an outcome reward model to refine browser policies.
网页
Work2Skill
Collects human GUI demonstrations and inspects multimodal evidence to derive reusable agent workflow skills.
桌面macOSLinux
ZeroGUI
Online RL framework for GUI agents in which VLMs generate the training tasks and judge success from trajectory screenshots, with OSWorld and AndroidLab checkpoints trained from UI-TARS-7B-DPO.
跨平台
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