ML Research Wiki / Benchmarks / Text Clustering / MTEB

MTEB

Text Clustering Benchmark

Performance Over Time

📊 Showing 31 results | 📏 Metric: V-Measure

Top Performing Models

Rank Model Paper V-Measure Date Code
1 ST5-XXL MTEB: Massive Text Embedding Benchmark 43.71 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
2 MPNet MTEB: Massive Text Embedding Benchmark 43.69 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
3 GTR-XXL MTEB: Massive Text Embedding Benchmark 42.42 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
4 MiniLM-L6 MTEB: Massive Text Embedding Benchmark 42.35 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
5 ST5-XL MTEB: Massive Text Embedding Benchmark 42.34 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
6 MiniLM-L12 MTEB: Massive Text Embedding Benchmark 41.81 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
7 ST5-Large MTEB: Massive Text Embedding Benchmark 41.65 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
8 GTR-Large MTEB: Massive Text Embedding Benchmark 41.60 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
9 GTR-XL MTEB: Massive Text Embedding Benchmark 41.51 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
10 Contriever MTEB: Massive Text Embedding Benchmark 41.10 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb

All Papers (31)

embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french

MTEB: Massive Text Embedding Benchmark

2022
SGPT-BLOOM-7.1B-msmarco
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french

MTEB: Massive Text Embedding Benchmark

2022
MiniLM-L12-multilingual
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french
embeddings-benchmark/mteb lyon-nlp/mteb-french