MiniWob++

miniwob · v1.0.0

web gui

MiniWob++ (Mini World of Bits++) is a collection of 125 browser-based web-interaction tasks ranging from simple button clicks to multi-step form filling. The CUBE wrapper starts a local HTTP server that serves the MiniWoB task pages and exposes them via a browser tool; each task runs independently with no shared state.

By: @younik (Omar Younis) , @amanjaiswal73892 (Aman Jaiswal) , @NicolasAG (Nicolas Gontier)

Install

pip install miniwob-cube

Version: 1.0.0 · PyPI page

125

Tasks

local

Infra

Yes

Debug Task

Yes

Debug Agent

Feature Flags

— async

— streaming

— multi_agent

— multi_dim_reward

Legal

Wrapper license MIT

Benchmark license

MIT Self-reported — verify before commercial use Source →

License information is self-reported by the cube developer and has not been verified by the AI Alliance. Always consult the source URL and original benchmark authors for authoritative terms.

Slow check not yet run. Stress test results will appear here after the async compliance check completes.

Reproducibility journal

How to submit →

This is a reproducibility journal — not a leaderboard.

Submissions document how reference agents and models score over time, across infrastructures, cube versions, and package versions. Use it to detect drift and validate environments. Not a place to publish a new agent or fine-tune to "win" — there is no ranking, scores are self-reported, and submissions are unverified. To showcase a new agent or model, use ATLAS / EEE / your own benchmark page.

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Parallelization

Mode

task-parallel

Registry Entry (YAML)

View on GitHub →

id: miniwob
name: "MiniWob++"
version: "1.0.0"
description: >
  MiniWob++ (Mini World of Bits++) is a collection of 125 browser-based
  web-interaction tasks ranging from simple button clicks to multi-step form
  filling. The CUBE wrapper starts a local HTTP server that serves the MiniWoB
  task pages and exposes them via a browser tool; each task runs independently
  with no shared state.
package: miniwob-cube
dev_install_url: "git+https://github.com/The-AI-Alliance/cube-harness#subdirectory=cubes/miniwob"

authors:
- github: younik
  name: Omar Younis
- github: amanjaiswal73892
  name: Aman Jaiswal
- github: NicolasAG
  name: Nicolas Gontier

legal:
  wrapper_license: MIT
  benchmark_license:
    reported: MIT
    source_url: "https://github.com/Farama-Foundation/miniwob-plusplus/blob/master/LICENSE"

    verified_by_original_authors: false
tags:
- web
- gui

paper: "https://arxiv.org/abs/2306.06070"
getting_started_url: "https://miniwob.farama.org"
parallelization_mode: task-parallel

# Fields below are set by CI — do not edit manually.
status: degraded
task_count: 125
has_debug_task: true
has_debug_agent: true
resources: []
features:
  async: false
  streaming: false
  multi_agent: false
  multi_dim_reward: false
action_space: []