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

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Showing 7751–7775 of 14297 papers

TitleStatusHype
LexiDB: Patterns \& Methods for Corpus Linguistic Database Management—0
Magnushammer: A Transformer-Based Approach to Premise Selection—0
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval—0
Evaluating Stochastic Rankings with Expected Exposure—0
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems—0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval—0
Library of Congress Subject Heading (LCSH) Browsing and Natural Language Searching—0
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models—0
Aggregating Multiple Bio-Inspired Image Region Classifiers For Effective And Lightweight Visual Place Recognition—0
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval—0
MAGMaR Shared Task System Description: Video Retrieval with OmniEmbed—0
Maia: A Real-time Non-Verbal Chat for Human-AI Interaction—0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing—0
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation—0
Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation—0
Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation—0
A Resource-light Approach to Phrase Extraction for English and German Documents from the Patent Domain and User Generated Content—0
Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions—0
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization—0
A Concept Knowledge-Driven Keywords Retrieval Framework for Sponsored Search—0
Evaluating Retrieval for Multi-domain Scientific Publications—0
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation—0
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety—0
CIR at the NTCIR-17 ULTRE-2 Task—0
Evaluating Research Dataset Recommendations in a Living Lab—0
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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