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Text Classification On Mteb

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
ST5-XXL73.42MTEB: Massive Text Embedding Benchmark
ST5-XL72.84MTEB: Massive Text Embedding Benchmark
ST5-Large72.31MTEB: Massive Text Embedding Benchmark
Ada Similarity70.44MTEB: Massive Text Embedding Benchmark
SGPT-5.8B-nli70.14MTEB: Massive Text Embedding Benchmark
ST5-Base69.81MTEB: Massive Text Embedding Benchmark
SGPT-5.8B-msmarco68.13MTEB: Massive Text Embedding Benchmark
MPNet-multilingual67.91MTEB: Massive Text Embedding Benchmark
GTR-XXL67.41MTEB: Massive Text Embedding Benchmark
SimCSE-BERT-sup67.32MTEB: Massive Text Embedding Benchmark
GTR-Large67.14MTEB: Massive Text Embedding Benchmark
SGPT-2.7B-msmarco67.13MTEB: Massive Text Embedding Benchmark
GTR-XL67.11MTEB: Massive Text Embedding Benchmark
Contriever66.68MTEB: Massive Text Embedding Benchmark
SGPT-1.3B-msmarco66.52MTEB: Massive Text Embedding Benchmark
SGPT-BLOOM-7.1B-msmarco66.19MTEB: Massive Text Embedding Benchmark
GTR-Base65.25MTEB: Massive Text Embedding Benchmark
MPNet65.07MTEB: Massive Text Embedding Benchmark
coCondenser-msmarco64.71MTEB: Massive Text Embedding Benchmark
MiniLM-L12-multilingual64.3MTEB: Massive Text Embedding Benchmark
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