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. 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
from datasets import load_dataset
dataset = load_dataset("WootzappLab/cua-bench")
navigation_tasks = dataset["navigation"]
To load one category directly:
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. Refer to the source dataset for its collection methodology and licensing terms.