| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| pretty_name: CUA-Bench |
| size_categories: |
| - n<1K |
| task_categories: |
| - reinforcement-learning |
| tags: |
| - browser-agents |
| - computer-use-agents |
| - evaluation |
| - online-mind2web |
| configs: |
| - config_name: default |
| default: true |
| data_files: |
| - split: navigation |
| path: data/navigation.jsonl |
| - split: single_search |
| path: data/single_search.jsonl |
| - split: multi_step_search |
| path: data/multi_step_search.jsonl |
| --- |
| |
| # CUA-Bench |
|
|
| CUA-Bench contains 90 browser-agent evaluation tasks selected from |
| [Online-Mind2Web](https://huggingface.co/datasets/osunlp/Online-Mind2Web). |
| The original task IDs, instructions, and initial website URLs are preserved. |
|
|
| ## Splits |
|
|
| | Split | Task type | Rows | |
| |---|---|---:| |
| | `navigation` | Navigate to a requested page or website state | 30 | |
| | `single_search` | Complete one direct search or lookup | 30 | |
| | `multi_step_search` | Complete a search requiring multiple steps or constraints | 30 | |
| | **Total** | | **90** | |
|
|
|
|
| ## Row schema |
|
|
| | Field | Meaning | |
| |---|---| |
| | `task_id` | Original stable Online-Mind2Web task identifier | |
| | `category` | Behavioral task category and corresponding split | |
| | `instruction` | Instruction presented to the browser agent | |
| | `initial_url` | Live website URL where the task begins | |
| | `stopping_condition` | Condition describing when execution should stop | |
| | `constraints` | Safety and scope restrictions for the task | |
|
|
| Every row contains exactly these six fields. Categories, stopping conditions, |
| and constraints are evaluation metadata added for this task catalog. |
|
|
| ## Load the dataset |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("WootzappLab/cua-bench") |
| navigation_tasks = dataset["navigation"] |
| ``` |
|
|
| To load one category directly: |
|
|
| ```python |
| tasks = load_dataset("WootzappLab/cua-bench", split="single_search") |
| ``` |
|
|
| ## Execution notes |
|
|
| The tasks use live website URLs from Online-Mind2Web. Website content and UI |
| behavior can change over time, so successful execution may depend on current |
| site availability, authentication, geography, and anti-automation controls. |
| The three current dataset splits provide task definitions only; the evaluation |
| harness and verifier are maintained separately. Any retained fixture or |
| verifier files in older repository revisions are not inputs for these splits. |
|
|
| ## Attribution |
|
|
| The task IDs, instructions, and URLs originate from |
| [Online-Mind2Web](https://huggingface.co/datasets/osunlp/Online-Mind2Web). |
| Refer to the source dataset for its collection methodology and licensing terms. |
|
|
