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mteb-leaderboard - ML Model Leaderboard and Benchmark Query Guide

Guidance for querying ML model leaderboards and benchmarks including MTEB and HuggingFace

Tags

Updated: 2026-05-09
machine learningleaderboardbenchmarkMTEBembeddingmodel ranking

Capabilities

Find top-performing models on benchmarksQuery current leaderboard standingsCompare model performance across benchmarksIdentify authoritative data sources

Typical Inputs

Benchmark nameModel nameTarget date or timeframe

Typical Outputs

Model rankingsBenchmark comparison resultsTop-performing model list

What this skill does

  • Find top-performing models on benchmarks
  • Query current leaderboard standings
  • Compare model performance across benchmarks
  • Identify authoritative data sources
  • Verify data temporal alignment
  • Access live leaderboard data
  • Validate model eligibility
  • Cross-reference multiple sources
  • Search for raw data endpoints
  • Extract data from interactive pages
  • Check data source timestamps

Inputs

  • Benchmark name
  • Model name
  • Target date or timeframe
  • Official leaderboard websites
  • GitHub repositories
  • API endpoints
  • JSON data files
  • CSV data exports

Outputs

  • Model rankings
  • Benchmark comparison results
  • Top-performing model list
  • Leaderboard standings
  • Data source references

Requirements

  • Internet access
  • Web browsing capability
  • HuggingFace Spaces access

Source

  • Spec: SKILL.md

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