AWhat changed
Standardized cross-domain retrieval evaluation over diverse query/document forms, relevance labels and tasks, comparing lexical, dense and reranking approaches beyond their training domains.
Scientific scope
Standardized cross-domain retrieval evaluation over diverse query/document forms, relevance labels and tasks, comparing lexical, dense and reranking approaches beyond their training domains. Original v1 has17evaluation datasets and reports MS-MARCO separately, excluding it from the zero-shot comparison; later dataset counts are not substituted. General benchmark/protocol contribution only: included biomedical corpora do not become biological or medical achievements. Dataset selection and source-reported scores are not a guarantee of all-domain robustness.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Original v1 has17evaluation datasets and reports MS-MARCO separately, excluding it from the zero-shot comparison; later dataset counts are not substituted. General benchmark/protocol contribution only: included biomedical corpora do not become biological or medical achievements. Dataset selection and source-reported scores are not a guarantee of all-domain robustness.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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