SOTAVerified

Biomedical Information Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–15 of 15 papers

TitleStatusHype
Direct Generation of Protein Conformational Ensembles via Machine Learning—0
Improving Biomedical Information Retrieval with Neural Retrievers—0
Querying Across Genres for Medical Claims in NewsCode0
Resolving the Scope of Speculation and Negation using Transformer-Based ArchitecturesCode0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
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All datasetsNFCorpus (BEIR)BioASQ (BEIR)TREC-COVID (BEIR)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.38—Unverified
2SGPT-BE-5.8BnDCG@100.36—Unverified
3OpenAI Search-DavincinDCG@100.36—Unverified
4BM25+CEnDCG@100.35—Unverified
5SGPT-CE-6.1BnDCG@100.35—Unverified
6SGPT-CE-2.7BnDCG@100.33—Unverified
7ColBERTnDCG@100.31—Unverified
#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.58—Unverified
2SGPT-CE-6.1BnDCG@100.55—Unverified
3SGPT-CE-2.7BnDCG@100.55—Unverified
4BM25+CEnDCG@100.52—Unverified
5BM25nDCG@100.51—Unverified
6SGPT-BE-5.8BnDCG@100.41—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BnDCG@100.87—Unverified
2monoT5-3BnDCG@100.8—Unverified
3SGPT-CE-6.1BnDCG@100.79—Unverified
4SGPT-CE-2.7BnDCG@100.76—Unverified
5BM25+CEnDCG@100.76—Unverified
6ColBERTnDCG@100.68—Unverified