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 5651–5675 of 14297 papers

TitleStatusHype
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers—0
A Dual-Source Approach for 3D Pose Estimation from a Single Image—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond—0
Dewey Long Context Embedding Model: A Technical Report—0
Beyond Visual Semantics: Exploring the Role of Scene Text in Image Understanding—0
A new approach for query expansion using Wikipedia and WordNet—0
Development of Marathi Part of Speech Tagger Using Statistical Approach—0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi—0
Development of a Thermodynamics of Human Cognition and Human Culture—0
Development of a New Image-to-text Conversion System for Pashto, Farsi and Traditional Chinese—0
An evaluative baseline for geo-semantic relatedness and similarity—0
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image—0
Development of An Android Application for Object Detection Based on Color, Shape, or Local Features—0
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report—0
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation—0
Development and Evaluation of a Retrieval-Augmented Generation Tool for Creating SAPPhIRE Models of Artificial Systems—0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
An evaluation of the data space dimension in phase retrieval: results in Fresnel zone—0
Developing a Dataset for Evaluating Approaches for Document Expansion with Images—0
DevBots can co-design APIs—0
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?—0
Detours for Navigating Instructional Videos—0
Deterministic fast and stable phase retrieval in multiple dimensions—0
Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level 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