SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7726–7750 of 14297 papers

TitleStatusHype
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots—0
Leveraging Schema Labels to Enhance Dataset Search—0
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection—0
Leveraging Sparsity for Efficient Submodular Data Summarization—0
Evaluating the Effect of Retrieval Augmentation on Social Biases—0
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles—0
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning—0
Leveraging User-Generated Metadata of Online Videos for Cover Song Identification—0
Leveraging Visual Question Answering for Image-Caption Ranking—0
Citations as Queries: Source Attribution Using Language Models as Rerankers—0
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction—0
Leveraging web resources for keyword assignment to short text documents—0
Evaluating Temporal Persistence Using Replicability Measures—0
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering—0
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval—0
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration—0
Evaluating Stochastic Rankings with Expected Exposure—0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval—0
Lexical Networks in !Xung—0
Lexical Representation \& Retrieval on Monolingual Interpretative text production—0
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models—0
Lexical Retrieval Hypothesis in Multimodal Context—0
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval—0
Aggregating Multiple Bio-Inspired Image Region Classifiers For Effective And Lightweight Visual Place Recognition—0
Show:102550
← PrevPage 310 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified