SOTAVerified

Biomedical Information Retrieval

Papers

Showing 1–10 of 15 papers

TitleStatusHype
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot RetrievalCode1
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval—0
Maximizing Use-Case Specificity through Precision Model Tuning—0
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed—0
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health—0
Querying Across Genres for Medical Claims in News—0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
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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