SOTAVerified

Biomedical Information Retrieval

Papers

Showing 110 of 15 papers

TitleStatusHype
Interpretability Analysis of Domain Adapted Dense Retrievers0
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health0
Maximizing Use-Case Specificity through Precision Model Tuning0
Direct Generation of Protein Conformational Ensembles via Machine Learning0
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot RetrievalCode1
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
Improving Biomedical Information Retrieval with Neural Retrievers0
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed0
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
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Benchmark Results

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