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Text Summarization 벤치마크

Text Summarization on MTEB

26개 결과 · ⬇ CSV · JSON

Spearman Correlation

23.31 25.38 27.44 29.5 31.57 2022-10 2026-11 MPNet-multilingual — 31.57 (2022-10-13) ST5-Base — 31.39 (2022-10-13) SimCSE-BERT-unsup — 31.15 (2022-10-13) MiniLM-L6 — 30.81 (2022-10-13) MiniLM-L12-multilingual — 30.67 (2022-10-13) GTR-XXL — 30.64 (2022-10-13) Komninos — 30.49 (2022-10-13) Contriever — 30.36 (2022-10-13) SGPT-125M-nli — 30.26 (2022-10-13) GTR-XL — 30.21 (2022-10-13) ST5-XXL — 30.08 (2022-10-13) ST5-XL — 29.91 (2022-10-13) BERT — 29.82 (2022-10-13) GTR-Base — 29.67 (2022-10-13) ST5-Large — 29.64 (2022-10-13) coCondenser-msmarco — 29.5 (2022-10-13) Glove — 28.87 (2022-10-13) MiniLM-L12 — 27.9 (2022-10-13) SPECTER — 27.66 (2022-10-13) MPNet — 27.49 (2022-10-13) Ada Similarity — 26.94 (2022-10-13) LASER2 — 26.8 (2022-10-13) SGPT-1.3B-msmarco — 25.44 (2022-10-13) SGPT-BLOOM-7.1B-msmarco — 24.99 (2022-10-13) SGPT-5.8B-msmarco — 24.75 (2022-10-13) SimCSE-BERT-sup — 23.31 (2022-10-13) MPNet-multilingual — 31.57 (2022-10-13)
RankModel Spearman Correlation PaperCodeYear
1 MPNet-multilingual 31.57 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
2 ST5-Base 31.39 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
3 SimCSE-BERT-unsup 31.15 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
4 MiniLM-L6 30.81 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
5 MiniLM-L12-multilingual 30.67 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
6 GTR-XXL 30.64 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
7 Komninos 30.49 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
8 Contriever 30.36 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
9 SGPT-125M-nli 30.26 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
10 GTR-XL 30.21 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
11 ST5-XXL 30.08 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
12 ST5-XL 29.91 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
13 BERT 29.82 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
14 GTR-Base 29.67 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
15 ST5-Large 29.64 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
16 coCondenser-msmarco 29.5 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
17 Glove 28.87 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
18 MiniLM-L12 27.9 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
19 SPECTER 27.66 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
20 MPNet 27.49 MTEB: Massive Text Embedding Benchmark embeddings-benchmark/mteb · lyon-nlp/mteb-french · climsocana/tecb-de · +2 2022
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