A query-level score combining quantization stability and neighborhood density predicts retrieval performance and is claimed to improve Recall@10 by only 2 to 3 percent per dataset.
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Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation
A query-level score combining quantization stability and neighborhood density predicts retrieval performance and is claimed to improve Recall@10 by only 2 to 3 percent per dataset.