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Text Summarization On Mteb

Metrics

Spearman Correlation

Results

Performance results of various models on this benchmark

Model Name
Spearman Correlation
Paper TitleRepository
LASER226.8MTEB: Massive Text Embedding Benchmark
Contriever30.36MTEB: Massive Text Embedding Benchmark
GTR-XL30.21MTEB: Massive Text Embedding Benchmark
ST5-Large29.64MTEB: Massive Text Embedding Benchmark
ST5-Base31.39MTEB: Massive Text Embedding Benchmark
Glove28.87MTEB: Massive Text Embedding Benchmark
MPNet-multilingual31.57MTEB: Massive Text Embedding Benchmark
Komninos30.49MTEB: Massive Text Embedding Benchmark
SGPT-BLOOM-7.1B-msmarco24.99MTEB: Massive Text Embedding Benchmark
GTR-Base29.67MTEB: Massive Text Embedding Benchmark
MiniLM-L630.81MTEB: Massive Text Embedding Benchmark
SimCSE-BERT-unsup31.15MTEB: Massive Text Embedding Benchmark
SimCSE-BERT-sup23.31MTEB: Massive Text Embedding Benchmark
GTR-XXL30.64MTEB: Massive Text Embedding Benchmark
MiniLM-L1227.9MTEB: Massive Text Embedding Benchmark
coCondenser-msmarco29.5MTEB: Massive Text Embedding Benchmark
SGPT-5.8B-msmarco24.75MTEB: Massive Text Embedding Benchmark
SGPT-125M-nli30.26MTEB: Massive Text Embedding Benchmark
MPNet27.49MTEB: Massive Text Embedding Benchmark
ST5-XL29.91MTEB: Massive Text Embedding Benchmark
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