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mteb-leaderboard

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Verify ML leaderboard data accuracy.

Data & Analytics#data verification#benchmark#leaderboard#MTEB#embedding models#temporal accuracy
AuthorZurybr
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of retrieving temporally accurate information from dynamic machine learning benchmark leaderboards, ensuring that model rankings and performance metrics reflect a specific point in time.

Core Features & Use Cases

  • Temporal Accuracy: Focuses on obtaining data as of a specific date, crucial for leaderboards that update frequently.
  • Data Source Identification: Guides users to identify and access various data sources (UI, GitHub, APIs, papers).
  • Use Case: When researching the top-performing embedding models for a specific task in August 2025, this skill helps you find the most relevant and up-to-date leaderboard information, avoiding outdated results from older papers.

Quick Start

Use the mteb-leaderboard skill to find the top 5 models on the MTEB leaderboard as of July 2024.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: mteb-leaderboard
Download link: https://github.com/Zurybr/lefarma-skills/archive/main.zip#mteb-leaderboard

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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