ML Research Wiki / Benchmarks / Text Classification / MTEB

MTEB

Text Classification Benchmark

Performance Over Time

📊 Showing 31 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 ST5-XXL MTEB: Massive Text Embedding Benchmark 73.42 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
2 ST5-XL MTEB: Massive Text Embedding Benchmark 72.84 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
3 ST5-Large MTEB: Massive Text Embedding Benchmark 72.31 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
4 Ada Similarity MTEB: Massive Text Embedding Benchmark 70.44 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
5 SGPT-5.8B-nli MTEB: Massive Text Embedding Benchmark 70.14 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
6 ST5-Base MTEB: Massive Text Embedding Benchmark 69.81 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
7 SGPT-5.8B-msmarco MTEB: Massive Text Embedding Benchmark 68.13 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
8 MPNet-multilingual MTEB: Massive Text Embedding Benchmark 67.91 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
9 GTR-XXL MTEB: Massive Text Embedding Benchmark 67.41 2022-10-13 📦 embeddings-benchmark/mteb 📦 lyon-nlp/mteb-french 📦 climsocana/tecb-de 📦 wadoodabdul/clinical_ner_benchmark 📦 basf/chemteb
10 SimCSE-BERT-sup MTEB: Massive Text Embedding Benchmark 67.32 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
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

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