Semantic Textual Similarity On Mteb

Spearman Correlation

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

		Paper Title
AnglE-UAE	84.54	AnglE-optimized Text Embeddings
ST5-XXL	82.63	MTEB: Massive Text Embedding Benchmark
ST5-Large	81.83	MTEB: Massive Text Embedding Benchmark
ST5-XL	81.66	MTEB: Massive Text Embedding Benchmark
ST5-Base	81.14	MTEB: Massive Text Embedding Benchmark
MPNet-multilingual	80.73	MTEB: Massive Text Embedding Benchmark
SGPT-5.8B-nli	80.53	MTEB: Massive Text Embedding Benchmark
MPNet	80.28	MTEB: Massive Text Embedding Benchmark
MiniLM-L12	79.8	MTEB: Massive Text Embedding Benchmark
SimCSE-BERT-sup	79.12	MTEB: Massive Text Embedding Benchmark
MiniLM-L6	78.92	MTEB: Massive Text Embedding Benchmark
Ada Similarity	78.6	MTEB: Massive Text Embedding Benchmark
GTR-XXL	78.38	MTEB: Massive Text Embedding Benchmark
GTR-Large	78.19	MTEB: Massive Text Embedding Benchmark
SGPT-5.8B-msmarco	78.1	MTEB: Massive Text Embedding Benchmark
GTR-XL	77.8	MTEB: Massive Text Embedding Benchmark
SGPT-BLOOM-7.1B-msmarco	77.74	MTEB: Massive Text Embedding Benchmark
GTR-Base	77.07	MTEB: Massive Text Embedding Benchmark
SGPT-2.7B-msmarco	76.83	MTEB: Massive Text Embedding Benchmark
coCondenser-msmarco	76.47	MTEB: Massive Text Embedding Benchmark

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