SOTAVerified

Biomedical Information Retrieval

Papers

Showing 1–10 of 15 papers

TitleStatusHype
Interpretability Analysis of Domain Adapted Dense Retrievers—0
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 Health—0
Maximizing Use-Case Specificity through Precision Model Tuning—0
Direct Generation of Protein Conformational Ensembles via Machine Learning—0
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 Retrievers—0
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed—0
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
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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