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 3751–3775 of 14297 papers

TitleStatusHype
Analysis of Search Stratagem Utilisation—0
Developing a Dataset for Evaluating Approaches for Document Expansion with Images—0
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data—0
Database-Augmented Query Representation for Information Retrieval—0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
Development and Evaluation of a Retrieval-Augmented Generation Tool for Creating SAPPhIRE Models of Artificial Systems—0
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report—0
Development of An Android Application for Object Detection Based on Color, Shape, or Local Features—0
Improving Nighttime Retrieval-Based Localization—0
Development of a Thermodynamics of Human Cognition and Human Culture—0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi—0
Development of Marathi Part of Speech Tagger Using Statistical Approach—0
Automatic Spatial Context-Sensitive Cloud/Cloud-Shadow Detection in Multi-Source Multi-Spectral Earth Observation Images: AutoCloud+—0
Dewey Long Context Embedding Model: A Technical Report—0
Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
Efficient Codebook and Factorization for Second Order Representation Learning—0
Data Augmentation for Text-based Person Retrieval Using Large Language Models—0
DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems—0
D-Graph: AI-Assisted Design Concept Exploration Graph—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
A Dataset for Sentence Retrieval for Open-Ended Dialogues—0
Efficient Computation of Shortest Path-Concavity for 3D Meshes—0
DIABLO: Dictionary-based Attention Block for Deep Metric Learning—0
Data Augmentation for Biomedical Factoid Question Answering—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