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Massive Text Embedding Benchmark

Overview

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Get Started
Overview
API
Leaderboard

Massive Text Embedding Benchmark

Get Started
Get Started
- New in v2.0 🎉
- Installation
- Usage
  Usage
Overview
Overview
- Benchmarks
  Benchmarks
  - Available Benchmarks
- Tasks
  Tasks
  - Available Tasks
    Available Tasks
    
    Any2AnyMultilingualRetrieval
    
    Any2AnyRetrieval
    
    BitextMining
    
    Classification
    
    Clustering
    
    Compositionality
    
    DocumentUnderstanding
    
    ImageClassification
    
    ImageClustering
    
    InstructionReranking
    
    InstructionRetrieval
    
    MultilabelClassification
    
    PairClassification
    
    Regression
    
    Reranking
    
    Retrieval
    
    STS
    
    Summarization
    
    VisionCentricQA
    
    VisualSTS(eng)
    
    VisualSTS(multi)
    
    ZeroShotClassification
- Models
  Models
  - Available Models
    Available Models
    
    Image Model
    
    Image-text Model
    
    Text Model
API
API
- Benchmark
- Task
- Model
- Results
- Additional Types
Leaderboard

Overview¶

This section provides an overview of available tasks, models and benchmarks in MTEB.

Running the Leaderboard

Available Benchmarks

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