Text Summarization On Mteb

Spearman Correlation

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	Spearman Correlation	Paper Title
LASER2	26.8	MTEB: Massive Text Embedding Benchmark
Contriever	30.36	MTEB: Massive Text Embedding Benchmark
GTR-XL	30.21	MTEB: Massive Text Embedding Benchmark
ST5-Large	29.64	MTEB: Massive Text Embedding Benchmark
ST5-Base	31.39	MTEB: Massive Text Embedding Benchmark
Glove	28.87	MTEB: Massive Text Embedding Benchmark
MPNet-multilingual	31.57	MTEB: Massive Text Embedding Benchmark
Komninos	30.49	MTEB: Massive Text Embedding Benchmark
SGPT-BLOOM-7.1B-msmarco	24.99	MTEB: Massive Text Embedding Benchmark
GTR-Base	29.67	MTEB: Massive Text Embedding Benchmark
MiniLM-L6	30.81	MTEB: Massive Text Embedding Benchmark
SimCSE-BERT-unsup	31.15	MTEB: Massive Text Embedding Benchmark
SimCSE-BERT-sup	23.31	MTEB: Massive Text Embedding Benchmark
GTR-XXL	30.64	MTEB: Massive Text Embedding Benchmark
MiniLM-L12	27.9	MTEB: Massive Text Embedding Benchmark
coCondenser-msmarco	29.5	MTEB: Massive Text Embedding Benchmark
SGPT-5.8B-msmarco	24.75	MTEB: Massive Text Embedding Benchmark
SGPT-125M-nli	30.26	MTEB: Massive Text Embedding Benchmark
MPNet	27.49	MTEB: Massive Text Embedding Benchmark
ST5-XL	29.91	MTEB: Massive Text Embedding Benchmark

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