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Humanize Behaviour v5 (Active after September 4th 2025 10:00 UTC)

Overview

Humanize Behaviour v5 tests bot scripts' ability to mimic human interaction with a web UI form with dynamic movements across different sessions. It evaluates behavior based on mouse movement, keyboard interaction analysis, and mouse movement similarities over sessions.

Miners must demonstrate precise, human-like interactions and ensure trajectories vary naturally between sessions.

For general challenge information, technical requirements, and plagiarism policies, please refer to the Humanize Behaviour README.

Example Code

Example codes for Humanize Behaviour v5 can be found in the templates/commit/src/bot/ directory.

Core Requirements

  1. Use our template from templates/commit/src/bot/bot.py
  2. Keep the run_bot() function signature unchanged
  3. Your bot must:
  4. Work with the provided Selenium driver
  5. Input text into designated fields
  6. Scroll down to the end of the page
  7. Click the designated button to end the session
  8. Submit the form without errors

Key Guidelines

  • Action Sequence: Follow the provided ACTIONS LIST order. Clicking it at the start or in the middle will prematurely submit data and result in a zero score due to invalid action flow.
  • Click Behavior:
    • Only click at specified locations
    • Additional clicks for input fields and submit buttons are allowed
    • Wrong click order will result in form submission failure.
  • Text Input:
    • Locate fields by their id
    • Use text from the ACTIONS LIST
    • Maintain the specified input order
  • Page Interaction:
    • After completing form inputs, scroll down to the end of the page
    • Click the designated button to properly end the session
  • Cross-Session Behavior Variation:
    • Your bot must demonstrate different movement patterns across multiple evaluation sessions.
    • Similar movement patterns across sessions will be flagged as bot-like behavior.
  • Bezier Curve Detection:
    • The system includes highly sensitive bezier curve detection.
    • Avoid smooth, mathematically perfect curves; use slightly irregular movement patterns.

Evaluation Criteria

Your bot will be scored on these human-like behaviors:

  • Mouse Movement Velocity Variation
  • Mouse Movement Speed and Profiles
  • Mouse Movement Granularity, Count, and Trajectory Linearity
  • Bezier Curve Detection (avoid smooth mathematical curves)
  • Keypress Behavior Pattern
  • Scroll Path Linearity (Scroll should be linear in single coordinate)

Testing Solutions

You can see testing guidelines here: testing_manual.md.

Submission Guide

To build and submit your solution, please follow the Building a Submission Commit guide.

Submission Templates

Templates and building instructions can be found in the Humanize Behaviour repository.