Text Retrieval On Mteb

nDCG@10

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

		Paper Title
SGPT-5.8B-msmarco	50.25	MTEB: Massive Text Embedding Benchmark
GTR-XXL	48.48	MTEB: Massive Text Embedding Benchmark
SGPT-BLOOM-7.1B-msmarco	48.21	MTEB: Massive Text Embedding Benchmark
GTR-XL	47.96	MTEB: Massive Text Embedding Benchmark
GTR-Large	47.42	MTEB: Massive Text Embedding Benchmark
SGPT-2.7B-msmarco	46.54	MTEB: Massive Text Embedding Benchmark
GTR-Base	44.67	MTEB: Massive Text Embedding Benchmark
SGPT-1.3B-msmarco	44.49	MTEB: Massive Text Embedding Benchmark
MPNet	43.81	MTEB: Massive Text Embedding Benchmark
MiniLM-L12	42.69	MTEB: Massive Text Embedding Benchmark
ST5-XXL	42.24	MTEB: Massive Text Embedding Benchmark
MiniLM-L6	41.95	MTEB: Massive Text Embedding Benchmark
Contriever	41.88	MTEB: Massive Text Embedding Benchmark
ST5-XL	38.47	MTEB: Massive Text Embedding Benchmark
SGPT-125M-msmarco	37.04	MTEB: Massive Text Embedding Benchmark
ST5-Large	36.71	MTEB: Massive Text Embedding Benchmark
MPNet-multilingual	35.34	MTEB: Massive Text Embedding Benchmark
ST5-Base	33.63	MTEB: Massive Text Embedding Benchmark
coCondenser-msmarco	32.96	MTEB: Massive Text Embedding Benchmark
MiniLM-L12-multilingual	32.45	MTEB: Massive Text Embedding Benchmark

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